更改原油，聚烯烃计算近20日最接近模型的逻辑

config_juxiting.py

@@ -211,7 +211,7 @@ upload_data = {
 ### 开关
 is_train = True # 是否训练
 is_debug = False # 是否调试
-is_eta = True # 是否使用eta接口
+is_eta = False # 是否使用eta接口
 is_timefurture = True # 是否使用时间特征
 is_fivemodels = False # 是否使用之前保存的最佳的5个模型
 is_edbcode = False # 特征使用edbcoding列表中的

juxitingdataset/df_combined3.csv

@@ -1,206 +1,206 @@
 ds,NHITS,Informer,LSTM,iTransformer,TSMixer,TSMixerx,PatchTST,RNN,GRU,TCN,BiTCN,DilatedRNN,MLP,DLinear,NLinear,TFT,StemGNN,MLPMultivariate,TiDE,DeepNPTS,y,min_within_quantile,max_within_quantile,min_model,max_model,NLinear_abs_error_rate,RNN_abs_error_rate,TiDE_abs_error_rate,LSTM_abs_error_rate,DilatedRNN_abs_error_rate,PatchTST_abs_error_rate,TSMixer_abs_error_rate,NHITS_abs_error_rate,GRU_abs_error_rate,DLinear_abs_error_rate,DeepNPTS_abs_error_rate,TFT_abs_error_rate,MLP_abs_error_rate,Informer_abs_error_rate,TSMixerx_abs_error_rate,BiTCN_abs_error_rate,TCN_abs_error_rate,iTransformer_abs_error_rate,MLPMultivariate_abs_error_rate,StemGNN_abs_error_rate,min_abs_error_rate_prediction,min_abs_error_rate_column_name
-2024-01-29,7327.54,7371.29,7327.98,7384.88,7303.02,7287.33,7292.89,7315.12,7343.6,7448.81,7326.19,7305.51,7323.52,7296.29,7310.33,7284.56,7305.08,7307.85,7296.64,7296.58,7305.0,7287.33,7384.88,TSMixerx,iTransformer,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.02,0.01,0.0,0.0,7305.08,StemGNN
-2024-01-30,7323.87,7345.87,7337.31,7389.43,7298.24,7304.34,7293.09,7323.49,7353.22,7449.26,7332.46,7312.26,7328.59,7281.35,7304.5,7300.72,7302.7,7318.95,7297.0,7304.78,7315.0,7293.09,7389.43,PatchTST,iTransformer,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.01,0.0,0.0,7312.26,DilatedRNN
-2024-01-31,7324.15,7346.47,7344.21,7380.46,7308.31,7304.1,7294.49,7331.7,7359.12,7457.24,7342.73,7323.04,7320.56,7292.95,7297.57,7318.6,7301.14,7334.67,7303.24,7314.47,7302.5,7294.49,7380.46,PatchTST,iTransformer,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.02,0.01,0.0,0.0,7303.24,TiDE
-2024-02-01,7310.36,7350.73,7330.01,7368.2,7301.07,7305.61,7286.25,7318.49,7346.67,7454.66,7335.99,7307.86,7320.18,7289.85,7286.74,7300.7,7300.0,7329.82,7302.62,7301.44,7275.0,7301.07,7368.2,TSMixer,iTransformer,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.02,0.01,0.01,0.0,7286.25,PatchTST
-2024-02-02,7293.69,7327.78,7309.33,7373.02,7273.72,7281.96,7266.09,7301.23,7324.77,7439.28,7308.17,7276.55,7291.01,7277.53,7261.4,7276.11,7297.48,7296.47,7281.35,7281.49,7242.5,7273.72,7373.02,TSMixer,iTransformer,0.0,0.01,0.01,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.03,0.02,0.01,0.01,7261.4,NLinear
-2024-02-04,7254.43,7283.66,7289.7,7339.78,7239.73,7246.94,7231.94,7275.87,7300.41,7419.08,7273.83,7247.99,7247.88,7248.6,7243.9,7245.49,7293.53,7245.1,7250.1,7275.04,7240.0,7239.73,7339.78,TSMixer,iTransformer,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.02,0.01,0.0,0.01,7239.73,TSMixer
-2024-02-05,7250.29,7259.14,7291.3,7286.88,7225.65,7210.31,7228.4,7274.82,7302.66,7410.31,7243.09,7250.31,7235.75,7227.82,7230.87,7230.15,7289.29,7232.53,7231.23,7243.13,7227.5,7225.65,7302.66,TSMixer,GRU,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.03,0.01,0.0,0.01,7227.82,DLinear
-2024-02-06,7238.12,7245.94,7284.38,7245.93,7214.97,7191.32,7208.56,7264.12,7290.83,7402.4,7214.51,7247.19,7215.73,7210.97,7213.27,7208.05,7284.47,7215.47,7216.57,7240.12,7246.67,7208.05,7290.83,TFT,GRU,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.02,0.0,0.0,0.01,7247.19,DilatedRNN
-2024-02-07,7250.07,7249.58,7298.53,7246.31,7225.56,7233.26,7233.51,7282.69,7310.77,7411.92,7197.42,7269.31,7226.51,7226.73,7229.02,7225.51,7280.56,7230.76,7231.61,7227.76,7255.0,7225.51,7310.77,TFT,GRU,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.02,0.0,0.0,0.0,7250.07,NHITS
-2024-02-08,7255.89,7238.05,7302.06,7239.05,7240.02,7246.68,7249.72,7290.17,7314.03,7416.26,7187.06,7274.24,7236.22,7231.46,7251.08,7240.22,7277.06,7237.26,7253.37,7246.68,7270.0,7231.46,7314.03,DLinear,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.02,0.0,0.0,0.0,7274.24,DilatedRNN
-2024-02-18,7255.75,7235.38,7313.8,7233.69,7255.69,7255.58,7265.83,7300.25,7328.57,7421.75,7188.82,7284.88,7247.14,7230.47,7268.08,7275.0,7274.52,7246.07,7273.11,7254.99,7336.67,7230.47,7421.75,DLinear,TCN,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.01,7328.57,GRU
-2024-02-19,7328.24,7286.07,7381.02,7275.31,7308.41,7310.31,7327.43,7366.18,7388.41,7447.08,7280.03,7355.52,7284.43,7281.5,7344.23,7354.4,7273.63,7291.66,7323.83,7270.38,7350.0,7273.63,7388.41,StemGNN,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,7354.4,TFT
-2024-02-20,7340.94,7314.03,7381.57,7320.35,7338.18,7366.51,7341.79,7363.28,7388.78,7459.81,7353.13,7385.1,7303.85,7305.54,7355.22,7374.68,7273.2,7317.23,7334.72,7315.85,7335.0,7303.85,7388.78,MLP,GRU,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.01,7334.72,TiDE
-2024-02-21,7328.09,7291.25,7364.24,7319.25,7332.97,7412.64,7331.43,7349.38,7375.82,7465.63,7385.73,7387.23,7307.38,7333.67,7337.79,7342.36,7272.39,7318.1,7325.39,7314.47,7297.5,7291.25,7412.64,Informer,TSMixerx,0.01,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.02,0.01,0.02,0.0,0.0,0.0,7291.25,Informer
-2024-02-22,7287.87,7267.14,7325.02,7277.25,7305.41,7391.88,7303.83,7321.02,7340.78,7453.1,7382.02,7339.71,7294.56,7318.52,7298.75,7277.44,7270.51,7301.04,7291.38,7276.98,7285.0,7270.51,7391.88,StemGNN,TSMixerx,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.02,0.0,0.0,0.0,7287.87,NHITS
-2024-02-23,7274.4,7269.57,7318.81,7248.73,7289.09,7370.73,7297.79,7303.7,7335.42,7444.23,7366.25,7323.17,7289.08,7303.61,7282.35,7266.32,7268.19,7293.09,7280.01,7282.8,7306.67,7266.32,7370.73,TFT,TSMixerx,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.02,0.01,0.0,0.01,7303.7,RNN
-2024-02-26,7317.08,7264.94,7337.71,7258.44,7297.69,7360.07,7324.84,7325.02,7354.15,7444.26,7362.54,7327.9,7317.03,7295.98,7301.97,7291.58,7266.69,7302.36,7294.47,7344.75,7292.5,7264.94,7362.54,Informer,BiTCN,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.02,0.0,0.0,0.0,7291.58,TFT
-2024-02-27,7324.86,7265.31,7320.64,7250.01,7294.19,7304.11,7298.21,7308.62,7337.19,7439.27,7344.69,7310.37,7318.04,7292.7,7282.65,7268.99,7265.18,7294.64,7286.29,7335.9,7306.67,7265.18,7344.69,StemGNN,BiTCN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.02,0.01,0.0,0.01,7308.62,RNN
-2024-02-28,7350.44,7289.53,7338.22,7309.69,7298.81,7324.0,7322.15,7329.78,7355.81,7445.01,7333.11,7324.66,7333.3,7311.24,7305.73,7297.46,7264.32,7302.66,7303.67,7363.84,7353.33,7289.53,7363.84,Informer,DeepNPTS,0.01,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.01,7355.81,GRU
-2024-02-29,7364.92,7312.73,7388.84,7333.98,7331.49,7367.62,7367.57,7377.53,7397.03,7453.38,7342.48,7349.71,7365.78,7333.87,7360.89,7322.64,7264.33,7322.6,7342.49,7352.62,7325.0,7312.73,7397.03,Informer,GRU,0.0,0.01,0.0,0.01,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.02,0.0,0.0,0.01,7322.64,TFT
-2024-03-01,7321.58,7316.24,7343.94,7309.51,7320.66,7330.76,7334.34,7332.16,7359.97,7443.02,7323.63,7307.3,7329.62,7315.68,7335.52,7305.79,7264.18,7304.35,7325.91,7320.04,7343.33,7304.35,7359.97,MLPMultivariate,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,7343.94,LSTM
-2024-03-04,7340.8,7317.33,7376.92,7311.15,7328.22,7340.47,7340.31,7365.15,7388.86,7450.74,7315.87,7323.96,7323.98,7333.25,7339.48,7315.33,7264.33,7301.3,7341.73,7340.63,7330.0,7301.3,7388.86,MLPMultivariate,GRU,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.01,7328.22,TSMixer
-2024-03-05,7315.29,7324.32,7350.44,7305.61,7325.74,7339.79,7318.97,7344.85,7365.55,7451.88,7304.36,7319.43,7316.46,7325.93,7321.51,7307.34,7264.21,7297.3,7327.12,7328.32,7310.0,7297.3,7365.55,MLPMultivariate,GRU,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.01,7307.34,TFT
-2024-03-06,7308.37,7325.7,7334.63,7294.16,7305.63,7325.18,7312.54,7318.27,7352.91,7447.44,7298.88,7308.51,7313.02,7309.36,7297.3,7288.71,7263.76,7286.98,7300.48,7306.5,7297.5,7286.98,7352.91,MLPMultivariate,GRU,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.0,7297.3,NLinear
-2024-03-07,7299.86,7322.53,7324.67,7282.33,7294.87,7306.71,7313.41,7321.12,7342.72,7440.57,7289.94,7302.04,7319.49,7285.37,7297.06,7280.81,7263.15,7286.31,7293.88,7289.42,7290.0,7280.81,7342.72,TFT,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.0,7289.94,BiTCN
-2024-03-08,7284.22,7300.35,7319.86,7274.83,7286.74,7293.73,7302.8,7307.93,7337.87,7436.35,7274.2,7299.68,7286.94,7284.21,7288.37,7276.83,7262.76,7277.18,7291.02,7296.59,7295.0,7274.2,7337.87,BiTCN,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.0,7293.73,TSMixerx
-2024-03-11,7271.27,7287.88,7325.34,7269.57,7283.7,7281.61,7304.64,7315.33,7343.5,7434.85,7270.74,7301.9,7264.77,7297.51,7293.47,7279.98,7262.81,7273.09,7289.34,7281.02,7285.0,7264.77,7343.5,MLP,GRU,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.0,7283.7,TSMixer
-2024-03-12,7252.84,7289.89,7316.38,7238.32,7271.27,7285.97,7283.58,7308.11,7333.67,7423.91,7273.67,7295.14,7244.6,7296.69,7275.31,7274.42,7264.09,7267.18,7270.4,7242.84,7283.33,7242.84,7333.67,DeepNPTS,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.02,0.01,0.0,0.0,7283.58,PatchTST
-2024-03-13,7248.94,7289.63,7317.69,7233.04,7267.63,7290.31,7281.2,7307.19,7335.38,7425.88,7268.58,7309.18,7235.08,7304.14,7278.21,7275.33,7265.65,7265.26,7272.33,7235.62,7285.0,7235.08,7335.38,MLP,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.02,0.01,0.0,0.0,7281.2,PatchTST
-2024-03-14,7265.67,7272.35,7319.05,7246.86,7274.3,7281.33,7285.09,7310.26,7336.26,7424.37,7279.02,7310.25,7246.55,7274.92,7288.54,7285.69,7269.2,7272.8,7280.93,7245.84,7277.5,7246.55,7336.26,MLP,GRU,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.0,7279.02,BiTCN
-2024-03-15,7268.02,7272.38,7313.29,7252.22,7272.37,7267.28,7274.58,7300.8,7329.86,7422.91,7276.36,7300.48,7249.94,7253.63,7269.2,7284.16,7271.75,7274.0,7279.15,7275.57,7353.33,7252.22,7422.91,iTransformer,TCN,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,7329.86,GRU
-2024-03-18,7347.52,7331.59,7398.1,7300.4,7319.2,7299.25,7365.29,7379.18,7404.8,7454.79,7304.76,7381.73,7306.57,7305.65,7353.59,7387.27,7274.58,7304.16,7330.82,7352.64,7387.5,7299.25,7404.8,TSMixerx,GRU,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,7387.27,TFT
-2024-03-19,7383.2,7377.06,7422.18,7337.72,7360.54,7351.51,7392.03,7400.81,7423.66,7474.67,7313.87,7416.08,7356.26,7326.81,7393.41,7420.57,7276.23,7330.54,7363.47,7386.88,7435.0,7313.87,7474.67,BiTCN,TCN,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.02,7423.66,GRU
-2024-03-20,7431.32,7405.09,7481.7,7376.29,7402.01,7385.96,7459.23,7451.43,7481.06,7500.15,7329.38,7477.52,7408.8,7385.25,7441.38,7446.61,7277.8,7375.82,7414.87,7433.1,7460.0,7329.38,7481.7,BiTCN,LSTM,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.02,7459.23,PatchTST
-2024-03-21,7458.23,7401.49,7497.22,7416.58,7435.34,7399.19,7477.4,7484.97,7496.09,7515.96,7349.72,7505.51,7430.26,7433.87,7467.83,7466.18,7280.62,7415.17,7449.45,7440.95,7422.5,7349.72,7505.51,BiTCN,DilatedRNN,0.01,0.01,0.0,0.01,0.01,0.01,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.02,7416.58,iTransformer
-2024-03-22,7407.08,7385.58,7442.54,7427.62,7418.86,7399.51,7396.74,7421.23,7442.49,7503.78,7352.84,7447.2,7399.15,7426.65,7428.19,7410.61,7284.13,7404.03,7430.58,7399.98,7402.5,7352.84,7447.2,BiTCN,DilatedRNN,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.02,7404.03,MLPMultivariate
-2024-03-25,7390.93,7341.74,7425.1,7351.02,7389.62,7396.72,7393.91,7412.02,7429.24,7493.73,7344.59,7410.24,7372.03,7425.95,7402.73,7362.53,7285.9,7383.56,7400.51,7386.46,7372.5,7341.74,7429.24,Informer,GRU,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.01,7372.03,MLP
-2024-03-26,7347.33,7326.36,7383.73,7310.72,7358.05,7389.99,7351.15,7374.38,7394.84,7478.16,7345.4,7372.22,7346.88,7391.77,7355.68,7335.91,7286.96,7355.52,7355.3,7348.98,7365.0,7310.72,7394.84,iTransformer,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.02,0.01,0.0,0.01,7358.05,TSMixer
-2024-03-27,7332.67,7312.63,7381.71,7327.69,7341.74,7356.66,7347.59,7365.01,7395.24,7472.17,7348.8,7371.09,7330.06,7369.82,7345.87,7337.23,7287.96,7336.09,7351.86,7342.38,7345.0,7312.63,7395.24,Informer,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.01,7345.87,NLinear
-2024-03-28,7318.95,7314.23,7356.68,7325.77,7325.55,7327.43,7330.24,7354.81,7374.07,7455.5,7348.21,7331.05,7302.67,7352.37,7328.51,7320.33,7288.74,7314.21,7333.58,7330.55,7345.0,7302.67,7374.07,MLP,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.02,0.0,0.0,0.01,7348.21,BiTCN
-2024-03-29,7333.3,7331.35,7363.25,7327.67,7319.56,7301.55,7328.18,7355.11,7380.95,7447.57,7334.74,7327.27,7288.54,7335.81,7336.81,7319.3,7289.92,7297.93,7332.41,7343.51,7345.0,7289.92,7380.95,StemGNN,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.0,0.01,0.01,7343.51,DeepNPTS
-2024-04-01,7348.05,7330.57,7362.77,7332.96,7322.2,7298.06,7329.02,7358.66,7379.31,7439.07,7324.08,7319.56,7297.91,7335.11,7344.4,7319.01,7290.86,7297.93,7334.57,7336.61,7360.0,7297.91,7379.31,MLP,GRU,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.0,0.01,0.01,7358.66,RNN
-2024-04-02,7354.85,7323.4,7383.79,7332.65,7333.63,7305.61,7343.25,7371.61,7396.96,7439.3,7319.5,7330.72,7310.54,7330.5,7355.11,7328.96,7291.78,7303.89,7341.66,7354.63,7380.0,7303.89,7396.96,MLPMultivariate,GRU,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,7383.79,LSTM
-2024-04-03,7365.36,7363.44,7406.76,7337.82,7351.97,7328.92,7372.84,7392.54,7415.12,7455.35,7328.3,7365.47,7333.11,7329.49,7376.28,7337.59,7293.34,7332.99,7356.93,7368.23,7397.5,7328.3,7415.12,BiTCN,GRU,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,7392.54,RNN
-2024-04-07,7393.17,7399.15,7426.61,7353.03,7376.49,7376.75,7414.11,7407.82,7431.87,7469.02,7340.05,7401.16,7367.35,7352.12,7391.14,7345.16,7296.03,7358.92,7389.73,7383.01,7437.5,7340.05,7469.02,BiTCN,TCN,0.01,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.02,7431.87,GRU
-2024-04-08,7446.69,7449.75,7475.26,7373.37,7410.56,7404.13,7471.23,7453.16,7476.52,7494.46,7348.69,7462.4,7410.81,7377.58,7435.09,7383.23,7300.34,7398.07,7432.4,7434.56,7490.0,7348.69,7494.46,BiTCN,TCN,0.01,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.02,0.01,0.01,0.01,0.01,0.01,0.02,0.0,0.02,0.01,0.03,7494.46,TCN
-2024-04-09,7504.9,7467.54,7530.61,7433.77,7452.01,7425.34,7513.39,7508.93,7533.46,7525.64,7357.86,7528.49,7454.96,7437.01,7491.25,7428.23,7304.74,7457.52,7473.55,7489.28,7507.5,7357.86,7530.61,BiTCN,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.02,0.0,0.01,0.01,0.03,7508.93,RNN
-2024-04-10,7507.67,7467.99,7538.11,7542.22,7472.33,7420.04,7503.44,7518.16,7542.64,7545.15,7374.81,7566.42,7470.54,7473.43,7509.8,7433.5,7310.03,7488.79,7488.68,7506.2,7497.5,7374.81,7545.15,BiTCN,TCN,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.01,0.02,0.01,0.01,0.0,0.03,7503.44,PatchTST
-2024-04-11,7471.36,7447.97,7520.09,7595.64,7468.23,7408.33,7456.56,7507.32,7523.82,7548.46,7392.38,7548.81,7429.43,7498.08,7501.92,7419.36,7314.95,7464.22,7485.5,7461.34,7497.5,7392.38,7548.81,BiTCN,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.02,7498.08,DLinear
-2024-04-12,7441.47,7422.59,7520.65,7489.62,7460.53,7422.05,7457.34,7508.16,7525.23,7549.5,7408.37,7551.69,7408.99,7522.65,7488.91,7405.51,7319.85,7442.42,7475.94,7381.11,7506.67,7381.11,7549.5,DeepNPTS,TCN,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.0,0.0,0.02,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.02,7508.16,RNN
-2024-04-15,7437.49,7392.71,7528.99,7359.85,7460.77,7406.3,7457.88,7511.0,7534.34,7550.29,7422.12,7559.66,7408.64,7505.06,7499.32,7414.59,7324.39,7350.28,7478.66,7390.39,7482.5,7350.28,7550.29,MLPMultivariate,TCN,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.02,0.02,7478.66,TiDE
-2024-04-16,7414.4,7356.55,7493.42,7320.82,7445.33,7389.55,7430.34,7479.15,7495.79,7530.0,7414.8,7504.09,7384.23,7474.41,7463.96,7395.26,7326.74,7316.68,7464.25,7352.03,7495.0,7320.82,7504.09,iTransformer,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.0,0.02,0.01,0.01,0.02,0.01,0.01,0.0,0.02,0.02,0.02,7495.79,GRU
-2024-04-17,7418.15,7345.34,7517.47,7244.33,7448.57,7372.91,7443.81,7505.07,7524.59,7532.58,7416.41,7509.97,7377.52,7468.47,7480.95,7402.17,7328.88,7308.76,7469.45,7336.17,7497.5,7308.76,7524.59,MLPMultivariate,GRU,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.0,0.02,0.01,0.02,0.02,0.02,0.01,0.0,0.03,0.03,0.02,7505.07,RNN
-2024-04-18,7436.24,7365.21,7513.57,7192.38,7453.6,7372.54,7432.96,7503.99,7517.93,7524.56,7417.28,7494.44,7394.34,7452.7,7495.29,7403.77,7331.62,7302.16,7473.56,7444.7,7497.5,7302.16,7517.93,MLPMultivariate,GRU,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.02,0.02,0.01,0.0,0.04,0.03,0.02,7495.29,NLinear
-2024-04-19,7447.08,7350.32,7514.88,7205.88,7455.57,7376.24,7410.53,7499.09,7521.58,7514.49,7414.34,7484.98,7403.57,7462.21,7490.31,7405.58,7335.87,7309.31,7468.85,7449.0,7527.5,7309.31,7514.49,MLPMultivariate,TCN,0.0,0.0,0.01,0.0,0.01,0.02,0.01,0.01,0.0,0.01,0.01,0.02,0.02,0.02,0.02,0.02,0.0,0.04,0.03,0.03,7521.58,GRU
-2024-04-22,7475.88,7423.16,7553.94,7254.19,7479.88,7386.67,7447.72,7543.1,7564.77,7529.09,7418.21,7513.38,7448.4,7465.62,7534.03,7424.22,7340.89,7353.61,7495.13,7507.16,7527.5,7340.89,7553.94,StemGNN,LSTM,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.02,0.01,0.0,0.04,0.02,0.02,7529.09,TCN
-2024-04-23,7483.17,7425.91,7543.4,7290.92,7493.7,7412.12,7452.95,7529.65,7551.13,7530.61,7420.4,7510.63,7476.78,7493.62,7519.16,7425.58,7345.31,7389.05,7508.08,7474.14,7510.0,7345.31,7543.4,StemGNN,LSTM,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.0,0.03,0.02,0.02,7510.63,DilatedRNN
-2024-04-24,7489.82,7449.76,7522.43,7284.6,7487.66,7426.27,7472.05,7511.78,7529.63,7526.36,7421.74,7485.46,7485.09,7501.46,7492.88,7420.0,7350.44,7407.38,7501.62,7474.42,7487.5,7350.44,7526.36,StemGNN,TCN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.03,0.01,0.02,7487.66,TSMixer
-2024-04-25,7478.17,7459.27,7497.68,7280.8,7470.32,7445.5,7489.49,7493.36,7502.21,7512.97,7428.15,7459.13,7481.87,7483.92,7478.55,7422.14,7354.99,7425.65,7481.11,7463.77,7487.5,7354.99,7502.21,StemGNN,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.03,0.01,0.02,7489.49,PatchTST
-2024-04-26,7471.79,7504.41,7503.64,7251.0,7463.42,7473.47,7521.54,7488.07,7509.47,7511.23,7437.15,7478.42,7488.64,7486.83,7477.29,7424.85,7357.93,7426.34,7478.56,7483.43,7502.5,7357.93,7511.23,StemGNN,TCN,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.03,0.01,0.02,7503.64,LSTM
-2024-04-28,7467.89,7518.13,7521.81,7174.11,7470.82,7479.49,7536.93,7508.17,7528.39,7516.84,7455.74,7505.59,7480.88,7472.89,7496.72,7427.1,7362.14,7417.9,7486.94,7501.28,7527.5,7362.14,7528.39,StemGNN,GRU,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.0,0.05,0.01,0.02,7528.39,GRU
-2024-04-29,7481.1,7537.41,7551.26,7198.68,7484.31,7493.62,7539.07,7535.14,7561.36,7538.57,7471.26,7551.52,7456.97,7503.59,7513.18,7435.48,7365.99,7410.41,7503.56,7523.13,7537.5,7365.99,7551.52,StemGNN,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.01,0.0,0.04,0.02,0.02,7537.41,Informer
-2024-04-30,7485.56,7594.84,7557.28,7254.42,7491.22,7476.7,7528.7,7545.33,7567.36,7559.4,7475.39,7570.71,7438.04,7536.98,7529.87,7442.82,7370.56,7405.34,7509.73,7512.24,7532.5,7370.56,7570.71,StemGNN,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.0,0.04,0.02,0.02,7529.87,NLinear
-2024-05-06,7483.94,7574.7,7548.46,7325.23,7489.19,7448.35,7506.84,7539.17,7557.91,7552.76,7467.6,7562.01,7421.79,7525.62,7532.45,7444.39,7376.1,7394.27,7509.66,7408.65,7502.5,7376.1,7562.01,StemGNN,DilatedRNN,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.02,0.01,0.02,7506.84,PatchTST
-2024-05-07,7454.26,7549.21,7509.9,7428.31,7469.92,7432.5,7468.81,7503.76,7514.61,7528.46,7455.19,7517.82,7393.69,7501.23,7494.93,7449.21,7382.07,7369.93,7480.75,7366.6,7475.0,7369.93,7528.46,MLPMultivariate,TCN,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,7469.92,TSMixer
-2024-05-08,7448.62,7504.08,7483.78,7341.15,7449.91,7422.82,7453.71,7472.99,7488.15,7506.29,7444.99,7489.62,7390.3,7460.89,7477.19,7433.97,7388.17,7356.53,7456.13,7334.04,7512.5,7341.15,7506.29,iTransformer,TCN,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.02,0.01,0.02,0.0,0.01,0.01,0.0,0.02,0.02,0.02,7506.29,TCN
-2024-05-09,7489.41,7492.55,7538.78,7228.58,7471.97,7432.32,7488.34,7522.5,7548.68,7532.69,7450.95,7550.51,7421.94,7462.06,7500.77,7464.86,7394.79,7365.0,7478.99,7376.05,7505.0,7365.0,7548.68,MLPMultivariate,GRU,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.02,0.01,0.01,0.0,0.01,0.01,0.0,0.04,0.02,0.01,7500.77,NLinear
-2024-05-10,7502.58,7503.25,7515.71,7238.33,7480.19,7439.46,7474.0,7502.34,7519.2,7530.79,7445.66,7522.23,7430.08,7469.07,7501.89,7461.89,7402.07,7366.89,7475.33,7327.73,7477.5,7327.73,7522.23,DeepNPTS,DilatedRNN,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.02,0.0,0.01,0.0,0.01,0.0,0.01,0.03,0.01,0.01,7475.33,TiDE
-2024-05-11,7477.01,7468.49,7487.68,7269.38,7466.02,7463.35,7461.11,7477.54,7492.72,7517.63,7434.93,7478.03,7432.49,7469.02,7476.03,7443.91,7409.29,7377.38,7464.25,7457.58,7475.0,7377.38,7492.72,MLPMultivariate,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.03,0.01,0.01,7476.03,NLinear
-2024-05-13,7485.15,7465.77,7491.34,7315.73,7466.45,7476.06,7467.47,7489.51,7496.05,7504.56,7435.73,7466.04,7449.36,7487.14,7477.51,7445.1,7416.69,7406.58,7470.81,7469.83,7485.0,7406.58,7496.05,MLPMultivariate,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.02,0.01,0.01,7485.15,NHITS
-2024-05-14,7477.14,7476.03,7503.63,7392.31,7473.35,7492.1,7466.7,7485.68,7508.49,7498.11,7457.67,7471.83,7481.71,7489.56,7496.26,7459.57,7425.19,7437.05,7474.59,7482.29,7507.5,7425.19,7508.49,StemGNN,GRU,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.02,0.01,0.01,7508.49,GRU
-2024-05-15,7489.91,7539.15,7530.81,7430.45,7490.52,7527.63,7486.06,7514.31,7538.25,7516.15,7484.43,7502.17,7517.09,7500.93,7501.97,7472.1,7430.11,7472.37,7495.54,7499.29,7510.0,7430.45,7538.25,iTransformer,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,7514.31,RNN
-2024-05-16,7488.49,7555.01,7527.53,7360.08,7500.79,7538.66,7505.81,7517.8,7533.73,7533.27,7499.3,7510.77,7524.22,7516.52,7497.59,7476.12,7433.61,7352.68,7509.44,7492.98,7525.0,7360.08,7538.66,iTransformer,TSMixerx,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.02,0.02,0.01,7524.22,MLP
-2024-05-17,7496.75,7566.11,7548.37,7326.43,7508.88,7531.27,7524.72,7533.79,7558.48,7556.27,7511.16,7535.63,7506.21,7526.92,7519.7,7497.23,7435.59,7309.13,7519.26,7481.67,7587.5,7326.43,7556.27,iTransformer,TCN,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.03,0.04,0.02,7566.11,Informer
-2024-05-20,7554.62,7644.92,7627.44,7350.25,7547.01,7528.24,7595.91,7612.28,7643.46,7596.9,7537.82,7612.63,7530.43,7539.71,7591.87,7521.2,7437.21,7296.11,7572.12,7571.91,7670.0,7350.25,7596.9,iTransformer,TCN,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.02,0.0,0.02,0.01,0.02,0.02,0.0,0.02,0.02,0.01,0.04,0.05,0.03,7644.92,Informer
-2024-05-21,7646.42,7693.65,7721.68,7393.04,7609.44,7543.75,7674.38,7711.26,7740.31,7708.74,7555.53,7736.54,7598.73,7600.96,7672.61,7654.2,7439.66,7318.55,7645.34,7664.22,7677.5,7393.04,7736.54,iTransformer,DilatedRNN,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.01,0.0,0.02,0.02,0.0,0.04,0.05,0.03,7674.38,PatchTST
-2024-05-22,7647.54,7700.36,7702.61,7435.01,7631.71,7537.14,7631.25,7700.74,7718.4,7716.27,7545.94,7739.61,7593.62,7631.05,7680.19,7632.13,7443.42,7351.65,7659.1,7656.57,7677.5,7435.01,7718.4,iTransformer,GRU,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.0,0.02,0.02,0.01,0.03,0.04,0.03,7680.19,NLinear
-2024-05-23,7626.59,7682.93,7701.23,7486.0,7631.62,7534.77,7612.35,7702.06,7719.24,7711.33,7537.83,7734.65,7576.55,7652.62,7672.35,7630.37,7449.02,7363.8,7655.3,7639.01,7645.0,7449.02,7719.24,StemGNN,GRU,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.02,0.04,0.03,7639.01,DeepNPTS
-2024-05-24,7591.57,7687.27,7647.22,7466.98,7604.74,7520.95,7581.75,7648.48,7659.85,7665.49,7530.35,7681.59,7545.77,7650.82,7641.27,7555.51,7455.55,7342.27,7618.71,7587.36,7630.0,7455.55,7681.59,StemGNN,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.02,0.04,0.02,7641.27,NLinear
-2024-05-27,7587.08,7608.34,7637.65,7450.73,7586.27,7503.4,7584.06,7621.78,7653.85,7607.25,7528.53,7654.25,7532.07,7610.58,7622.67,7533.82,7463.42,7326.06,7605.99,7588.43,7650.0,7450.73,7653.85,iTransformer,GRU,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.02,0.02,0.01,0.02,0.02,0.01,0.03,0.04,0.02,7653.85,GRU
-2024-05-28,7607.55,7589.48,7669.13,7484.61,7597.73,7514.83,7601.71,7664.22,7686.82,7632.27,7530.03,7686.72,7537.27,7603.04,7629.19,7550.99,7471.71,7363.76,7623.46,7633.98,7690.0,7471.71,7633.98,StemGNN,DeepNPTS,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.02,0.02,0.01,0.02,0.02,0.01,0.03,0.04,0.03,7686.82,GRU
-2024-05-29,7652.84,7571.3,7717.47,7556.94,7630.25,7549.12,7631.5,7713.28,7739.42,7692.04,7547.56,7739.16,7571.95,7633.92,7662.71,7577.13,7480.36,7443.68,7655.77,7631.62,7690.0,7480.36,7739.16,StemGNN,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.02,0.02,0.02,0.02,0.0,0.02,0.03,0.03,7692.04,TCN
-2024-05-30,7649.09,7577.62,7704.1,7550.92,7640.84,7541.27,7618.8,7709.13,7722.64,7686.08,7566.99,7726.25,7577.4,7647.87,7675.33,7588.57,7488.69,7495.95,7666.95,7588.98,7716.67,7495.95,7722.64,MLPMultivariate,GRU,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.02,0.02,0.02,0.02,0.02,0.02,0.0,0.02,0.03,0.03,7722.64,GRU
-2024-05-31,7659.8,7578.86,7740.46,7601.55,7658.13,7553.72,7626.85,7747.84,7766.91,7734.27,7586.04,7743.6,7606.83,7679.94,7715.32,7637.17,7496.29,7552.72,7694.43,7669.36,7740.0,7552.72,7747.84,MLPMultivariate,RNN,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.02,0.02,0.02,0.02,0.0,0.02,0.02,0.03,7740.46,LSTM
-2024-06-03,7680.57,7584.22,7758.74,7692.79,7682.17,7563.78,7631.12,7765.3,7782.34,7752.19,7594.94,7765.01,7648.73,7689.59,7745.42,7666.56,7503.34,7588.76,7712.73,7713.13,7720.0,7563.78,7765.3,TSMixerx,RNN,0.0,0.01,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.02,0.02,0.02,0.0,0.0,0.02,0.03,7713.13,DeepNPTS
-2024-06-04,7665.76,7576.41,7723.4,7680.31,7679.08,7575.09,7632.31,7726.45,7745.14,7722.12,7593.83,7724.31,7634.57,7670.89,7705.0,7633.67,7509.08,7561.44,7702.17,7686.5,7650.0,7561.44,7726.45,MLPMultivariate,RNN,0.01,0.01,0.01,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.02,7634.57,MLP
-2024-06-05,7606.92,7540.29,7633.46,7610.85,7632.48,7578.7,7615.23,7639.77,7644.89,7622.36,7580.73,7631.2,7599.78,7656.64,7623.31,7586.52,7512.73,7487.38,7640.26,7578.67,7620.0,7512.73,7644.89,StemGNN,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.0,0.02,0.01,7622.36,TCN
-2024-06-06,7619.7,7540.46,7618.23,7535.66,7596.63,7595.6,7616.26,7613.33,7634.54,7580.04,7567.82,7615.22,7595.84,7629.27,7600.64,7572.07,7515.47,7439.33,7594.37,7568.71,7600.0,7515.47,7629.27,StemGNN,DLinear,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.02,0.01,7600.64,NLinear
-2024-06-07,7615.71,7550.14,7598.83,7495.09,7580.49,7593.81,7616.27,7589.49,7612.05,7554.46,7556.42,7595.42,7595.1,7577.71,7587.54,7557.72,7518.27,7422.08,7579.2,7530.57,7606.67,7495.09,7615.71,iTransformer,NHITS,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.02,0.01,7612.05,GRU
-2024-06-11,7601.74,7545.36,7617.55,7483.63,7583.14,7602.98,7622.97,7603.07,7634.47,7571.48,7561.7,7607.52,7596.83,7576.37,7597.98,7564.51,7521.23,7447.74,7590.24,7535.68,7620.0,7483.63,7622.97,iTransformer,PatchTST,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.0,0.01,0.01,0.02,0.02,0.01,7617.55,LSTM
-2024-06-12,7595.89,7569.69,7634.83,7476.94,7595.18,7606.77,7623.29,7632.71,7651.71,7610.31,7578.85,7632.39,7571.4,7606.64,7609.63,7574.78,7524.16,7455.88,7602.32,7569.64,7673.33,7476.94,7610.31,iTransformer,TCN,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.03,0.03,0.02,7651.71,GRU
-2024-06-13,7641.01,7622.33,7708.5,7521.55,7629.66,7648.57,7672.0,7705.26,7730.62,7749.36,7613.58,7719.29,7605.25,7661.15,7673.97,7611.91,7528.73,7519.31,7645.36,7563.04,7690.0,7521.55,7730.62,iTransformer,GRU,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.02,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.02,0.02,7705.26,RNN
-2024-06-14,7656.46,7645.11,7711.35,7577.17,7651.13,7647.51,7683.61,7716.14,7731.04,7786.84,7640.58,7734.56,7636.69,7681.25,7693.37,7630.44,7533.1,7553.32,7664.43,7573.6,7690.0,7553.32,7734.56,MLPMultivariate,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.0,0.02,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.02,7693.37,NLinear
-2024-06-17,7668.97,7660.65,7707.58,7561.25,7660.09,7645.73,7690.69,7707.57,7728.62,7790.44,7658.04,7732.91,7636.44,7670.13,7692.14,7629.07,7537.53,7588.31,7677.84,7647.88,7656.67,7561.25,7732.91,iTransformer,DilatedRNN,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.01,0.01,0.02,7658.04,BiTCN
-2024-06-18,7648.69,7647.44,7657.3,7511.84,7644.72,7630.99,7660.46,7661.83,7671.58,7709.01,7646.41,7688.98,7600.83,7643.53,7658.19,7608.7,7541.74,7553.19,7656.77,7650.67,7656.67,7541.74,7688.98,StemGNN,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.02,0.01,0.02,7656.77,TiDE
-2024-06-19,7717.45,7666.0,7670.33,7520.23,7635.96,7617.99,7659.58,7660.73,7689.14,7667.13,7633.78,7690.19,7602.78,7635.72,7655.59,7608.17,7544.92,7544.78,7635.34,7654.29,7670.0,7544.78,7690.19,MLPMultivariate,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.0,0.02,0.02,0.02,7670.33,LSTM
-2024-06-20,7741.04,7693.88,7686.97,7567.39,7640.5,7624.09,7651.69,7683.71,7704.51,7695.4,7628.74,7714.59,7644.29,7644.75,7667.42,7626.49,7548.34,7561.63,7630.83,7666.16,7680.0,7561.63,7714.59,MLPMultivariate,DilatedRNN,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.01,0.02,0.02,7683.71,RNN
-2024-06-21,7702.76,7688.15,7697.32,7612.87,7652.19,7642.97,7654.44,7693.22,7716.37,7728.08,7628.33,7724.77,7677.81,7669.14,7678.6,7633.89,7552.64,7573.85,7647.56,7666.95,7680.0,7573.85,7724.77,MLPMultivariate,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.02,7678.6,NLinear
-2024-06-24,7666.51,7682.79,7694.04,7581.34,7661.33,7643.75,7644.67,7699.11,7712.41,7720.88,7621.98,7715.66,7654.24,7680.46,7685.14,7635.35,7558.01,7572.07,7665.65,7669.45,7680.0,7572.07,7715.66,MLPMultivariate,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.02,7680.46,DLinear
-2024-06-25,7635.06,7702.77,7694.15,7551.08,7662.63,7668.97,7639.39,7697.1,7713.05,7727.82,7635.73,7696.7,7642.6,7695.54,7681.62,7638.46,7563.53,7590.37,7676.11,7670.29,7693.33,7563.53,7713.05,StemGNN,GRU,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.0,0.02,0.01,0.02,7694.15,LSTM
-2024-06-26,7649.64,7721.72,7711.35,7582.14,7666.93,7678.08,7646.0,7712.14,7733.13,7739.67,7653.96,7713.9,7646.94,7715.36,7695.62,7646.05,7568.72,7606.04,7690.87,7683.98,7716.67,7582.14,7733.13,iTransformer,GRU,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.01,0.0,0.02,0.01,0.02,7715.36,DLinear
-2024-06-27,7668.78,7726.75,7736.6,7605.33,7678.27,7679.7,7667.02,7739.2,7761.5,7762.53,7676.67,7745.12,7650.41,7704.75,7709.23,7649.62,7573.25,7663.1,7698.53,7634.07,7723.33,7605.33,7761.5,iTransformer,GRU,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.02,0.01,0.02,7726.75,Informer
-2024-06-28,7678.55,7779.76,7736.77,7635.71,7686.45,7652.34,7673.52,7741.3,7761.03,7772.07,7686.61,7750.62,7643.94,7685.82,7713.25,7644.23,7577.58,7691.8,7703.73,7613.67,7730.0,7613.67,7772.07,DeepNPTS,TCN,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.02,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.02,7736.77,LSTM
-2024-07-01,7707.72,7821.05,7743.39,7658.27,7693.71,7649.98,7708.01,7749.89,7768.63,7769.01,7691.71,7759.06,7661.72,7689.95,7721.16,7646.0,7582.32,7717.93,7715.57,7626.28,7763.33,7626.28,7769.01,DeepNPTS,TCN,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.02,0.02,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.02,7759.06,DilatedRNN
-2024-07-02,7744.92,7840.94,7783.1,7679.4,7717.64,7653.13,7735.71,7787.06,7806.22,7806.74,7684.8,7796.63,7692.66,7722.76,7756.99,7667.11,7588.75,7762.75,7744.12,7687.62,7780.0,7653.13,7806.74,TSMixerx,TCN,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.0,0.01,0.0,0.02,7783.1,LSTM
-2024-07-03,7756.84,7833.03,7791.33,7692.3,7731.19,7658.64,7735.06,7794.67,7812.86,7828.05,7669.74,7808.23,7703.55,7736.59,7780.46,7680.14,7596.91,7800.42,7746.29,7766.54,7800.0,7658.64,7828.05,TSMixerx,TCN,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.0,0.02,0.01,0.0,0.02,0.02,0.0,0.01,0.0,0.03,7800.42,MLPMultivariate
-2024-07-04,7777.57,7802.46,7810.8,7710.33,7750.34,7672.56,7765.83,7815.34,7833.79,7856.35,7662.81,7828.12,7724.62,7755.44,7794.13,7694.62,7603.58,7779.04,7766.87,7784.54,7800.0,7662.81,7833.79,BiTCN,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.02,0.02,0.01,0.01,0.0,0.03,7802.46,Informer
-2024-07-05,7774.44,7815.16,7802.19,7730.68,7760.77,7699.28,7772.52,7811.57,7823.36,7849.05,7671.7,7830.59,7724.65,7770.86,7787.98,7692.89,7610.96,7843.22,7780.92,7741.59,7766.67,7671.7,7843.22,BiTCN,MLPMultivariate,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.02,7770.86,DLinear
-2024-07-08,7741.65,7795.09,7758.82,7705.33,7739.58,7708.67,7729.86,7765.03,7781.33,7792.2,7676.97,7784.11,7681.38,7766.85,7757.01,7683.55,7620.04,7824.98,7761.16,7705.36,7746.67,7676.97,7795.09,BiTCN,Informer,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.02,7741.65,NHITS
-2024-07-09,7722.38,7773.33,7745.26,7703.88,7714.5,7696.2,7714.17,7753.77,7769.68,7768.35,7679.44,7764.17,7656.31,7739.11,7735.52,7682.56,7629.55,7730.01,7737.09,7674.54,7720.0,7656.31,7769.68,MLP,GRU,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.0,0.0,0.01,7722.38,NHITS
-2024-07-10,7681.03,7717.21,7716.77,7678.92,7691.8,7673.83,7694.23,7723.21,7737.12,7743.38,7668.68,7735.7,7622.03,7709.89,7703.37,7681.63,7638.61,7685.62,7705.22,7572.7,7693.33,7622.03,7737.12,MLP,GRU,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.02,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,7694.23,PatchTST
-2024-07-11,7658.8,7691.9,7693.49,7628.34,7667.14,7692.16,7681.35,7691.85,7710.51,7719.48,7664.59,7703.51,7614.39,7682.58,7677.68,7669.17,7646.27,7670.81,7672.55,7596.51,7686.67,7614.39,7710.51,MLP,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.01,7682.58,DLinear
-2024-07-12,7676.21,7648.01,7695.03,7632.62,7659.27,7675.71,7674.62,7698.63,7713.13,7720.5,7665.84,7702.99,7618.09,7679.03,7672.11,7670.97,7654.11,7660.48,7659.43,7646.45,7680.0,7632.62,7713.13,iTransformer,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.0,7679.03,DLinear
-2024-07-15,7678.67,7635.19,7688.59,7673.16,7661.82,7659.83,7658.52,7688.36,7705.97,7715.21,7663.19,7697.0,7632.91,7676.23,7670.71,7666.72,7661.32,7665.77,7658.57,7673.79,7680.0,7635.19,7705.97,Informer,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.0,0.0,7678.67,NHITS
-2024-07-16,7651.2,7671.86,7692.78,7689.27,7668.14,7660.76,7659.06,7692.61,7711.37,7719.34,7655.2,7696.32,7641.57,7667.54,7679.94,7684.55,7665.08,7669.1,7668.98,7684.14,7666.67,7651.2,7711.37,NHITS,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,7667.54,DLinear
-2024-07-17,7641.06,7668.16,7673.47,7659.75,7664.64,7654.22,7660.93,7676.71,7690.06,7700.99,7651.0,7671.75,7644.48,7651.21,7663.0,7678.61,7664.98,7672.35,7664.72,7691.68,7660.0,7644.48,7691.68,MLP,DeepNPTS,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,7659.75,iTransformer
-2024-07-18,7664.97,7658.16,7670.03,7637.79,7660.39,7658.64,7659.83,7666.5,7687.94,7698.48,7644.28,7672.95,7654.77,7652.12,7661.85,7665.94,7664.43,7680.07,7657.52,7684.03,7656.67,7644.28,7687.94,BiTCN,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,7657.52,TiDE
-2024-07-19,7665.55,7670.82,7667.21,7635.58,7660.33,7668.88,7658.37,7665.87,7684.4,7695.58,7643.1,7674.29,7663.73,7643.52,7663.89,7656.08,7663.77,7700.4,7657.96,7680.19,7656.67,7643.1,7695.58,BiTCN,TCN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,7656.08,TFT
-2024-07-22,7654.73,7659.6,7668.97,7621.64,7661.35,7680.21,7656.68,7664.04,7686.75,7703.27,7644.07,7678.37,7673.43,7659.15,7658.67,7652.07,7664.19,7711.59,7657.0,7666.68,7640.0,7666.68,7703.27,DeepNPTS,TCN,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.0,7644.07,BiTCN
-2024-07-23,7627.15,7658.63,7644.82,7588.28,7648.25,7672.14,7633.98,7642.58,7660.83,7681.31,7644.15,7657.65,7654.55,7659.5,7642.75,7629.61,7664.6,7699.0,7638.69,7648.38,7623.33,7648.38,7681.31,DeepNPTS,TCN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.01,7627.15,NHITS
-2024-07-24,7615.71,7655.36,7628.3,7592.22,7632.98,7642.48,7617.96,7623.56,7644.38,7647.41,7638.71,7634.55,7637.8,7656.28,7626.52,7606.37,7663.53,7680.98,7623.42,7643.56,7623.33,7606.37,7663.53,TFT,StemGNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,7623.42,TiDE
-2024-07-25,7626.83,7642.02,7633.97,7613.05,7627.47,7633.41,7616.62,7627.67,7651.09,7641.83,7629.51,7638.69,7636.35,7667.25,7627.47,7601.07,7661.25,7681.91,7620.48,7654.3,7616.67,7613.05,7667.25,iTransformer,DLinear,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,7616.62,PatchTST
-2024-07-26,7632.33,7621.39,7624.53,7645.17,7622.88,7627.13,7601.44,7616.04,7639.72,7631.04,7618.54,7630.36,7640.37,7653.94,7615.76,7592.51,7658.74,7678.82,7610.2,7671.36,7606.67,7601.44,7671.36,PatchTST,DeepNPTS,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,7610.2,TiDE
-2024-07-29,7639.82,7612.4,7614.2,7662.63,7615.06,7627.33,7595.58,7606.81,7629.6,7619.99,7608.54,7623.0,7640.1,7621.77,7607.57,7582.71,7655.3,7666.26,7606.59,7680.21,7593.33,7612.4,7666.26,Informer,MLPMultivariate,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.01,7595.58,PatchTST
-2024-07-30,7622.59,7600.34,7599.37,7641.51,7603.54,7616.73,7589.47,7594.73,7613.76,7596.82,7595.43,7602.52,7632.35,7602.39,7598.68,7575.24,7651.04,7639.92,7595.3,7624.0,7593.33,7589.47,7641.51,PatchTST,iTransformer,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.01,7594.73,RNN
-2024-07-31,7600.51,7608.84,7604.48,7579.51,7596.77,7610.01,7590.87,7595.07,7620.02,7591.9,7582.4,7602.83,7610.28,7587.6,7602.2,7574.55,7647.16,7610.42,7593.2,7617.02,7583.33,7579.51,7620.02,iTransformer,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,7582.4,BiTCN
-2024-08-01,7584.49,7591.16,7590.41,7528.96,7586.1,7592.44,7577.19,7583.06,7603.93,7577.83,7568.32,7587.83,7585.23,7581.5,7587.47,7558.95,7644.52,7583.24,7579.94,7590.3,7620.0,7558.95,7644.52,TFT,StemGNN,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.0,7603.93,GRU
-2024-08-02,7616.69,7597.32,7646.77,7566.6,7608.67,7612.44,7609.73,7635.09,7667.15,7621.61,7575.38,7644.41,7594.11,7601.34,7624.83,7610.86,7644.52,7601.45,7606.0,7619.89,7623.33,7575.38,7646.77,BiTCN,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.0,7624.83,NLinear
-2024-08-05,7623.76,7589.96,7636.61,7586.84,7623.19,7622.18,7610.9,7632.09,7651.12,7634.57,7591.59,7646.92,7600.74,7606.68,7626.28,7616.17,7645.47,7618.92,7617.34,7621.26,7610.0,7589.96,7646.92,Informer,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7610.9,PatchTST
-2024-08-06,7603.18,7595.41,7619.84,7605.93,7619.76,7611.85,7608.62,7610.0,7635.33,7619.08,7602.16,7622.48,7608.05,7622.34,7609.32,7605.97,7645.61,7639.88,7622.11,7612.49,7596.67,7612.49,7639.88,DeepNPTS,MLPMultivariate,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,7595.41,Informer
-2024-08-07,7592.18,7592.88,7604.55,7626.97,7607.0,7596.99,7595.73,7603.8,7618.55,7598.38,7603.15,7605.98,7599.85,7619.7,7598.38,7599.85,7644.64,7643.84,7607.2,7614.27,7586.67,7598.38,7643.84,TCN,MLPMultivariate,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,7592.18,NHITS
-2024-08-08,7586.15,7584.44,7594.6,7599.37,7593.31,7582.25,7584.57,7583.2,7608.71,7574.14,7597.16,7590.7,7575.04,7598.87,7586.78,7593.29,7641.55,7614.19,7591.35,7610.71,7583.33,7575.04,7614.19,MLP,MLPMultivariate,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,7583.2,RNN
-2024-08-09,7576.48,7582.33,7593.27,7585.83,7584.16,7586.21,7583.9,7582.83,7607.38,7572.6,7593.07,7593.88,7574.76,7583.67,7577.9,7587.49,7638.0,7594.36,7581.23,7618.0,7583.33,7574.76,7618.0,MLP,DeepNPTS,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,7583.67,DLinear
-2024-08-12,7575.63,7573.13,7594.56,7563.65,7581.98,7582.93,7582.0,7586.46,7608.74,7575.65,7589.75,7596.44,7572.66,7578.67,7573.81,7582.91,7634.55,7587.76,7580.69,7589.65,7586.67,7572.66,7608.74,MLP,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,7586.46,RNN
-2024-08-13,7576.85,7573.63,7599.73,7549.21,7581.67,7588.33,7586.28,7590.12,7614.35,7589.07,7587.63,7605.08,7577.5,7586.07,7579.82,7587.45,7632.09,7588.25,7584.79,7591.04,7593.33,7573.63,7614.35,Informer,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,7591.04,DeepNPTS
-2024-08-14,7588.26,7580.58,7608.2,7543.9,7583.36,7587.63,7592.55,7600.56,7623.21,7583.55,7584.06,7605.89,7590.91,7583.55,7593.7,7596.72,7629.95,7583.49,7588.25,7596.74,7590.0,7580.58,7623.21,Informer,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,7590.91,MLP
-2024-08-15,7593.08,7579.66,7601.46,7529.65,7582.26,7589.29,7589.51,7593.46,7615.52,7575.57,7576.29,7597.07,7586.9,7572.76,7588.46,7596.39,7627.37,7567.46,7583.96,7608.26,7583.33,7567.46,7615.52,MLPMultivariate,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,7583.96,TiDE
-2024-08-16,7586.15,7570.0,7593.93,7514.98,7578.33,7583.97,7580.97,7585.71,7608.0,7570.62,7570.11,7592.93,7577.51,7570.17,7584.04,7591.05,7624.35,7556.5,7577.98,7601.39,7583.33,7556.5,7608.0,MLPMultivariate,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,7583.97,TSMixerx
-2024-08-19,7594.75,7567.16,7595.88,7563.93,7579.27,7591.45,7583.53,7587.47,7610.1,7572.22,7566.63,7595.98,7578.81,7562.98,7580.2,7587.08,7621.38,7557.74,7578.12,7597.96,7570.0,7562.98,7610.1,DLinear,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,7572.22,TCN
-2024-08-20,7579.69,7549.51,7577.41,7576.12,7570.13,7587.28,7570.4,7568.66,7589.49,7566.75,7561.17,7580.98,7573.95,7559.21,7563.7,7578.24,7617.92,7548.49,7565.12,7585.64,7570.0,7549.51,7589.49,Informer,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,7570.13,TSMixer
-2024-08-21,7584.28,7549.39,7582.75,7575.37,7568.25,7584.27,7579.21,7573.01,7596.82,7568.56,7558.48,7580.19,7579.22,7555.77,7567.7,7568.89,7614.3,7552.89,7568.73,7573.09,7570.0,7552.89,7596.82,MLPMultivariate,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,7568.89,TFT
-2024-08-22,7583.7,7563.72,7581.84,7578.46,7570.42,7585.17,7579.53,7573.96,7594.55,7566.88,7555.73,7579.72,7581.85,7557.41,7570.86,7564.07,7610.43,7557.83,7571.75,7572.58,7590.0,7557.41,7594.55,DLinear,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7594.55,GRU
-2024-08-23,7591.69,7580.94,7610.27,7577.62,7583.99,7586.86,7595.8,7597.0,7626.16,7585.06,7560.51,7605.65,7586.47,7580.06,7588.23,7581.87,7607.35,7568.18,7586.91,7578.29,7583.33,7568.18,7610.27,MLPMultivariate,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7583.99,TSMixer
-2024-08-26,7581.91,7582.1,7593.37,7570.0,7584.27,7593.48,7585.07,7587.27,7605.78,7577.06,7566.94,7596.79,7579.49,7588.08,7584.4,7576.37,7604.08,7567.01,7583.0,7593.89,7583.33,7567.01,7604.08,MLPMultivariate,StemGNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7583.0,TiDE
-2024-08-27,7578.77,7577.6,7597.72,7573.39,7582.92,7599.51,7582.85,7587.59,7612.76,7580.64,7569.93,7599.5,7577.81,7596.23,7580.95,7580.58,7600.83,7588.53,7585.49,7591.12,7610.0,7573.39,7612.76,iTransformer,GRU,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,7612.76,GRU
-2024-08-28,7603.34,7568.98,7633.48,7591.46,7600.26,7612.36,7604.12,7624.77,7650.61,7607.26,7590.22,7637.93,7594.21,7602.4,7610.4,7616.2,7598.77,7614.45,7603.8,7596.22,7610.0,7590.22,7637.93,BiTCN,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,7610.4,NLinear
-2024-08-29,7602.61,7574.91,7623.24,7595.74,7606.55,7612.5,7598.92,7611.27,7637.06,7603.43,7608.57,7629.72,7598.36,7592.65,7610.02,7615.47,7597.31,7606.99,7610.11,7601.69,7613.33,7592.65,7629.72,DLinear,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,7612.5,TSMixerx
-2024-08-30,7609.0,7602.09,7629.69,7595.23,7609.88,7619.16,7606.8,7620.17,7646.34,7613.65,7626.89,7634.24,7602.9,7605.2,7607.37,7615.43,7596.6,7613.78,7616.26,7596.19,7606.67,7596.19,7634.24,DeepNPTS,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7606.8,PatchTST
-2024-09-02,7604.8,7611.23,7617.19,7590.73,7606.88,7617.54,7599.16,7613.64,7630.95,7601.78,7633.94,7625.12,7604.06,7602.78,7610.29,7605.22,7595.72,7615.25,7603.53,7588.05,7583.33,7588.05,7630.95,DeepNPTS,GRU,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,7588.05,DeepNPTS
-2024-09-03,7584.12,7599.74,7587.32,7583.98,7587.2,7593.44,7574.91,7577.95,7600.26,7575.75,7621.9,7590.64,7589.95,7583.71,7584.71,7571.91,7594.26,7601.55,7578.65,7585.84,7562.5,7575.75,7601.55,TCN,MLPMultivariate,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,7571.91,TFT
-2024-09-04,7567.82,7576.5,7567.19,7571.67,7567.29,7574.64,7562.33,7562.51,7579.01,7547.71,7604.77,7562.58,7574.18,7572.53,7565.26,7556.47,7591.96,7588.91,7560.81,7582.39,7535.0,7547.71,7591.96,TCN,StemGNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.0,0.0,0.01,0.01,7547.71,TCN
-2024-09-05,7545.36,7552.7,7536.81,7572.77,7543.65,7554.34,7543.55,7530.69,7545.04,7525.55,7580.8,7526.22,7551.9,7551.99,7529.33,7540.59,7588.3,7577.33,7536.12,7562.67,7475.0,7525.55,7580.8,TCN,BiTCN,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,7525.55,TCN
-2024-09-06,7489.13,7530.06,7468.77,7567.33,7490.51,7523.74,7484.99,7463.25,7472.63,7487.4,7541.51,7450.58,7511.96,7517.22,7469.27,7511.44,7581.11,7568.4,7483.83,7535.0,7442.5,7487.4,7568.4,TCN,MLPMultivariate,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.02,0.02,7450.58,DilatedRNN
-2024-09-09,7477.12,7518.37,7445.95,7539.01,7447.32,7499.81,7457.06,7440.96,7453.29,7463.9,7499.5,7414.84,7488.55,7477.18,7432.64,7497.93,7572.17,7548.29,7447.32,7475.0,7422.5,7453.29,7548.29,GRU,MLPMultivariate,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.02,0.02,7414.84,DilatedRNN
-2024-09-10,7456.85,7501.8,7427.16,7514.64,7422.65,7479.61,7434.15,7419.56,7435.08,7450.96,7466.84,7396.45,7459.6,7444.46,7420.32,7478.98,7562.58,7523.61,7425.64,7442.5,7412.5,7435.08,7523.61,GRU,MLPMultivariate,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,7419.56,RNN
-2024-09-11,7431.63,7488.65,7421.85,7484.77,7405.92,7468.94,7418.03,7409.36,7431.29,7444.13,7435.7,7386.46,7435.07,7418.62,7414.43,7467.43,7553.1,7497.19,7418.09,7422.5,7387.5,7422.5,7497.19,DeepNPTS,MLPMultivariate,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,7386.46,DilatedRNN
-2024-09-12,7398.92,7473.74,7392.92,7436.31,7384.28,7455.46,7387.81,7391.31,7405.78,7437.62,7402.3,7358.95,7406.29,7400.44,7386.07,7451.55,7542.7,7450.64,7395.83,7412.51,7380.0,7398.92,7473.74,NHITS,Informer,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.02,7384.28,TSMixer
-2024-09-13,7387.89,7452.98,7392.81,7394.62,7370.54,7445.65,7375.93,7386.79,7406.8,7437.69,7380.1,7357.82,7390.09,7401.12,7384.26,7432.34,7532.57,7427.63,7384.53,7387.57,7395.0,7370.54,7452.98,TSMixer,Informer,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.0,0.0,0.02,7394.62,iTransformer
-2024-09-14,7398.8,7448.38,7415.44,7368.94,7381.92,7434.69,7389.77,7404.15,7424.27,7446.08,7377.0,7380.42,7384.06,7403.66,7403.4,7426.29,7523.94,7425.34,7393.14,7381.05,7375.0,7381.05,7448.38,DeepNPTS,Informer,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.02,7377.0,BiTCN
-2024-09-18,7373.29,7433.29,7386.28,7329.25,7376.52,7412.15,7366.51,7377.15,7398.32,7444.71,7372.7,7360.6,7359.8,7382.27,7384.26,7407.78,7514.74,7414.36,7382.19,7396.33,7342.5,7396.33,7444.71,DeepNPTS,TCN,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.02,7329.25,iTransformer
-2024-09-19,7345.12,7423.38,7354.42,7277.35,7354.17,7386.27,7350.0,7351.29,7372.91,7441.94,7368.46,7339.54,7347.83,7371.14,7345.66,7383.4,7504.32,7387.84,7357.27,7375.54,7325.0,7372.91,7441.94,GRU,TCN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.02,0.01,0.01,0.02,7339.54,DilatedRNN
-2024-09-20,7342.11,7401.09,7341.36,7221.53,7336.63,7372.35,7341.57,7339.75,7361.3,7437.13,7368.07,7329.55,7347.69,7356.94,7335.71,7368.56,7493.44,7352.7,7337.79,7355.56,7340.0,7329.55,7437.13,DilatedRNN,TCN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.02,0.0,0.02,7339.75,RNN
-2024-09-23,7367.46,7401.63,7362.13,7193.23,7341.63,7375.19,7357.71,7350.42,7378.34,7442.19,7372.96,7345.42,7355.94,7358.66,7345.75,7383.85,7484.01,7328.74,7335.99,7350.67,7310.0,7350.67,7442.19,DeepNPTS,TCN,0.0,0.01,0.0,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.02,0.0,0.02,7328.74,MLPMultivariate
-2024-09-24,7347.11,7369.08,7327.08,7184.46,7324.37,7358.97,7324.65,7320.32,7345.2,7433.41,7367.03,7315.2,7335.14,7339.29,7318.8,7372.53,7473.5,7302.72,7309.44,7311.45,7280.0,7311.45,7433.41,DeepNPTS,TCN,0.01,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.0,0.03,7302.72,MLPMultivariate
-2024-09-25,7337.68,7343.42,7309.85,7403.08,7300.53,7338.34,7316.54,7302.59,7327.5,7421.26,7354.32,7295.57,7333.55,7317.72,7283.23,7342.64,7462.0,7437.99,7292.34,7281.34,7315.0,7283.23,7437.99,NLinear,MLPMultivariate,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.02,0.02,7316.54,PatchTST
-2024-09-26,7386.44,7341.61,7345.36,7435.37,7318.42,7346.22,7348.73,7340.58,7362.8,7431.2,7356.0,7324.47,7353.46,7337.65,7320.65,7354.6,7452.84,7508.93,7315.25,7315.34,7310.0,7315.34,7452.84,DeepNPTS,StemGNN,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.02,0.02,0.03,0.02,7315.25,TiDE
-2024-09-27,7381.15,7328.46,7332.75,7406.75,7317.09,7346.12,7331.73,7320.92,7349.47,7429.06,7351.81,7309.78,7334.64,7314.31,7316.95,7352.38,7443.9,7528.81,7306.65,7311.16,7310.0,7309.78,7443.9,DilatedRNN,StemGNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.02,0.01,0.03,0.02,7309.78,DilatedRNN
-2024-09-29,7384.15,7327.32,7337.93,7345.99,7317.25,7344.34,7338.88,7327.86,7355.93,7435.85,7345.17,7314.27,7328.31,7307.46,7313.57,7350.19,7434.77,7530.15,7314.67,7313.31,7365.0,7313.31,7435.85,DeepNPTS,TCN,0.01,0.01,0.01,0.0,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.02,0.01,7355.93,GRU
-2024-09-30,7415.55,7352.2,7403.82,7401.76,7357.28,7360.55,7371.52,7392.1,7410.08,7468.94,7351.29,7374.02,7353.45,7336.29,7371.57,7373.65,7428.29,7573.34,7362.65,7365.42,7420.0,7351.29,7468.94,BiTCN,TCN,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.02,0.0,7415.55,NHITS
-2024-10-08,7413.39,7409.56,7462.21,7444.58,7405.36,7396.59,7407.2,7431.76,7460.04,7500.73,7378.97,7438.91,7375.62,7365.27,7425.37,7423.06,7424.11,7630.56,7411.88,7419.61,7602.5,7375.62,7630.56,MLP,MLPMultivariate,0.02,0.02,0.03,0.02,0.02,0.03,0.03,0.02,0.02,0.03,0.02,0.02,0.03,0.03,0.03,0.03,0.01,0.02,0.0,0.02,7630.56,MLPMultivariate
-2024-10-09,7579.91,7556.33,7696.39,7566.58,7555.9,7556.58,7630.08,7670.55,7702.68,7638.44,7573.12,7705.03,7584.66,7484.14,7607.14,7611.41,7424.18,7800.65,7574.46,7602.4,7602.5,7484.14,7705.03,DLinear,DilatedRNN,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.02,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.03,0.02,7602.4,DeepNPTS
-2024-10-10,7575.56,7596.86,7627.47,7619.68,7624.68,7621.92,7625.84,7623.26,7632.98,7668.69,7663.99,7679.77,7637.41,7542.54,7608.91,7600.68,7424.37,7820.1,7604.86,7602.44,7585.0,7542.54,7679.77,DLinear,DilatedRNN,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.03,0.02,7575.56,NHITS
-2024-10-11,7628.35,7601.27,7618.62,7603.43,7626.54,7664.98,7622.66,7592.53,7625.98,7680.63,7699.01,7640.88,7648.54,7571.69,7587.7,7604.0,7424.4,7784.88,7600.0,7584.98,7575.0,7571.69,7699.01,DLinear,BiTCN,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.01,0.02,0.01,0.0,0.03,0.02,7571.69,DLinear
-2024-10-12,7633.67,7618.32,7594.08,7582.04,7603.76,7674.04,7605.06,7599.97,7602.33,7617.73,7715.68,7613.97,7646.51,7571.18,7574.51,7612.55,7424.28,7735.88,7567.15,7574.99,7576.67,7567.15,7715.68,TiDE,BiTCN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.02,0.01,0.0,0.02,0.02,7574.99,DeepNPTS
-2024-10-14,7653.81,7630.65,7595.95,7555.79,7563.84,7673.07,7578.99,7559.27,7606.22,7590.25,7707.99,7611.86,7658.07,7556.69,7561.98,7637.48,7424.14,7701.3,7546.09,7576.52,7565.0,7546.09,7701.3,TiDE,MLPMultivariate,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.02,0.0,0.0,0.02,0.02,7563.84,TSMixer
-2024-10-15,7596.77,7620.22,7575.49,7504.66,7541.02,7645.56,7550.41,7563.09,7584.59,7583.52,7686.62,7594.43,7631.93,7525.27,7535.71,7624.88,7423.75,7647.81,7536.93,7564.88,7527.5,7504.66,7647.81,iTransformer,MLPMultivariate,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.01,0.02,0.02,0.01,0.0,0.02,0.01,7525.27,DLinear
-2024-10-16,7537.38,7620.99,7528.69,7451.79,7512.35,7561.82,7499.04,7525.2,7534.81,7547.84,7628.83,7523.73,7571.32,7509.33,7482.41,7535.02,7422.73,7588.29,7511.74,7511.9,7477.5,7451.79,7620.99,iTransformer,Informer,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.02,0.01,0.02,0.01,0.0,0.01,0.01,7482.41,NLinear
-2024-10-17,7490.33,7601.67,7475.72,7413.38,7458.59,7485.5,7430.83,7471.65,7480.05,7518.8,7557.3,7453.42,7502.93,7485.75,7450.03,7454.11,7420.69,7541.86,7464.34,7475.21,7467.5,7420.69,7557.3,StemGNN,BiTCN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.01,0.01,0.01,0.01,0.01,7464.34,TiDE
-2024-10-18,7478.69,7618.04,7477.15,7401.91,7435.49,7470.61,7414.93,7471.33,7483.34,7473.51,7506.43,7414.35,7464.17,7435.23,7464.47,7434.98,7418.43,7530.27,7448.03,7474.44,7370.0,7435.49,7530.27,TSMixer,MLPMultivariate,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.01,0.03,0.01,0.02,0.01,0.0,0.02,0.01,7401.91,iTransformer
-2024-10-21,7351.33,7464.07,7351.7,7378.64,7367.16,7417.71,7318.49,7356.18,7369.51,7432.82,7407.67,7312.07,7372.31,7358.34,7360.04,7332.51,7413.26,7488.47,7360.11,7466.75,7362.5,7318.49,7466.75,PatchTST,DeepNPTS,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.0,0.02,0.01,7360.11,TiDE
-2024-10-22,7344.0,7420.61,7372.97,7356.97,7340.58,7344.55,7320.62,7369.73,7394.98,7425.47,7345.69,7321.17,7352.98,7331.07,7343.6,7349.05,7407.93,7482.92,7340.69,7370.03,7346.67,7321.17,7425.47,DilatedRNN,TCN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.02,0.01,7345.69,BiTCN
-2024-10-23,7318.68,7349.63,7351.23,7343.76,7327.8,7308.26,7313.73,7354.39,7369.49,7419.87,7297.33,7311.08,7333.77,7306.12,7315.16,7342.97,7402.13,7461.36,7329.76,7362.57,7357.5,7306.12,7419.87,DLinear,TCN,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,7354.39,RNN
-2024-10-24,7332.02,7332.76,7374.31,7333.8,7329.64,7342.82,7343.69,7356.94,7392.53,7430.7,7278.94,7326.74,7325.37,7332.06,7342.69,7350.51,7396.69,7458.39,7342.08,7346.69,7352.5,7325.37,7430.7,MLP,TCN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.01,7350.51,TFT
-2024-10-25,7341.74,7293.06,7366.42,7319.07,7339.96,7359.99,7370.54,7370.27,7382.04,7432.93,7259.45,7324.02,7321.69,7319.84,7359.37,7336.29,7391.29,7460.46,7358.44,7357.54,7372.5,7293.06,7432.93,Informer,TCN,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.02,0.01,0.01,0.01,0.0,7370.54,PatchTST
-2024-10-28,7344.72,7319.59,7397.69,7322.86,7366.56,7356.09,7400.03,7384.1,7409.74,7443.96,7265.26,7362.26,7344.67,7345.9,7381.35,7355.78,7386.77,7474.65,7386.76,7352.37,7373.33,7319.59,7443.96,Informer,TCN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.0,7366.56,TSMixer
-2024-10-29,7359.09,7309.05,7393.36,7346.79,7376.6,7374.11,7393.55,7384.43,7402.9,7452.68,7299.63,7378.7,7352.16,7395.18,7389.32,7366.07,7382.29,7455.52,7373.86,7373.17,7380.0,7309.05,7452.68,Informer,TCN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.0,7378.7,DilatedRNN
-2024-10-30,7358.99,7341.46,7405.33,7416.18,7381.48,7426.02,7377.57,7389.75,7414.11,7470.71,7350.95,7408.24,7357.65,7411.46,7388.27,7396.68,7378.24,7473.96,7359.31,7391.33,7330.0,7381.48,7470.71,TSMixer,TCN,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.0,0.0,0.01,0.0,0.02,0.01,0.02,0.01,7341.46,Informer
-2024-10-31,7312.56,7305.57,7340.64,7456.83,7354.07,7421.74,7296.75,7337.7,7358.05,7471.7,7350.27,7369.02,7348.39,7402.12,7340.37,7326.14,7372.69,7468.82,7330.87,7388.27,7340.0,7305.57,7468.82,Informer,MLPMultivariate,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.02,0.02,0.02,0.0,7340.37,NLinear
-2024-11-01,7343.08,7325.18,7365.97,7418.3,7350.28,7392.95,7324.07,7355.09,7382.28,7474.65,7365.08,7377.86,7372.56,7387.91,7340.9,7339.71,7367.81,7459.85,7335.55,7377.83,7363.33,7325.18,7459.85,Informer,MLPMultivariate,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.02,0.01,0.01,0.0,7365.08,BiTCN
-2024-11-04,7386.98,7346.15,7387.89,7369.52,7364.33,7391.78,7341.57,7376.17,7396.97,7479.09,7375.33,7398.98,7399.13,7360.83,7360.96,7393.32,7364.03,7461.72,7357.11,7379.33,7360.0,7346.15,7461.72,Informer,MLPMultivariate,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.02,0.0,0.01,0.0,7360.83,DLinear
-2024-11-05,7391.64,7351.35,7380.57,7346.31,7361.38,7392.48,7346.13,7362.84,7391.88,7478.33,7376.7,7386.92,7404.12,7376.09,7372.73,7392.84,7360.4,7451.46,7349.65,7347.05,7357.5,7346.31,7451.46,iTransformer,MLPMultivariate,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.02,0.0,0.01,0.0,7360.4,StemGNN
-2024-11-06,7377.09,7346.7,7380.05,7335.56,7358.76,7378.26,7347.79,7375.06,7391.63,7476.48,7358.81,7383.4,7388.88,7361.92,7379.12,7385.59,7356.97,7412.7,7342.42,7377.96,7383.33,7342.42,7412.7,TiDE,MLPMultivariate,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,7383.4,DilatedRNN
-2024-11-07,7388.92,7358.83,7413.9,7342.16,7375.17,7391.05,7372.72,7398.94,7420.15,7477.76,7361.6,7396.03,7409.27,7366.39,7401.27,7405.46,7355.01,7421.77,7363.14,7384.18,7366.67,7355.01,7421.77,StemGNN,MLPMultivariate,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.02,0.0,0.01,0.0,7366.39,DLinear
-2024-11-08,7353.58,7344.83,7383.68,7340.64,7369.75,7386.01,7355.9,7370.14,7393.42,7466.26,7359.23,7360.38,7396.27,7382.97,7375.96,7376.72,7353.13,7417.78,7356.34,7372.99,7383.33,7344.83,7417.78,Informer,MLPMultivariate,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.0,7383.68,LSTM
-2024-11-11,7379.68,7363.24,7413.31,7352.35,7379.62,7397.03,7377.89,7396.57,7420.56,7476.66,7373.14,7364.99,7411.73,7361.13,7384.96,7384.97,7352.16,7430.21,7378.04,7383.47,7340.0,7363.24,7430.21,Informer,MLPMultivariate,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.0,0.01,0.0,0.02,0.0,0.01,0.0,7352.16,StemGNN
-2024-11-12,7341.77,7294.74,7349.73,7357.31,7360.36,7414.32,7341.37,7347.22,7365.44,7470.71,7359.69,7316.59,7389.09,7367.12,7335.55,7337.95,7350.08,7408.84,7358.53,7392.38,7306.67,7360.36,7414.32,TSMixer,TSMixerx,0.0,0.01,0.01,0.01,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.0,0.01,0.0,0.01,0.01,0.02,0.01,0.01,0.01,7316.59,DilatedRNN
-2024-11-13,7381.98,7287.19,7351.89,7350.5,7376.17,7422.79,7383.6,7340.75,7387.01,7469.26,7353.83,7317.99,7432.26,7361.68,7364.91,7332.75,7348.14,7431.79,7365.84,7405.65,7323.33,7317.99,7432.26,DilatedRNN,MLP,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.0,0.01,0.0,0.02,0.0,0.01,0.0,7317.99,DilatedRNN
-2024-11-14,7382.61,7254.22,7354.04,7348.43,7380.54,7393.63,7401.79,7312.58,7382.11,7465.35,7365.01,7333.27,7446.75,7349.96,7346.71,7327.26,7336.3,7436.18,7378.39,7422.76,7353.33,7312.58,7446.75,RNN,MLP,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.0,0.02,0.0,0.01,0.0,7354.04,LSTM
-2024-11-15,7381.57,7295.52,7368.15,7328.46,7378.27,7388.9,7390.94,7306.41,7388.54,7474.63,7368.29,7331.23,7442.02,7386.59,7333.92,7323.29,7347.5,7405.92,7384.14,7402.9,7393.33,7306.41,7442.02,RNN,MLP,0.01,0.01,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.0,0.01,0.01,0.0,0.01,7390.94,PatchTST
-2024-11-18,7351.67,7319.07,7406.21,7316.12,7375.26,7372.63,7385.84,7357.07,7391.6,7479.03,7371.18,7359.46,7430.76,7360.74,7375.31,7320.7,7358.16,7380.2,7378.35,7394.49,7363.33,7319.07,7430.76,Informer,MLP,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.0,0.02,0.01,0.0,0.0,7360.74,DLinear
-2024-11-19,7359.2,7325.43,7374.63,7342.03,7352.78,7343.61,7342.73,7372.25,7381.78,7449.07,7317.24,7350.61,7326.66,7375.86,7335.6,7364.06,7345.6,7354.37,7365.84,7367.14,,7325.43,7354.37,Informer,MLPMultivariate,,,,,,,,,,,,,,,,,,,,,,
-2024-11-20,7339.67,7303.26,7375.4,7320.67,7341.12,7339.04,7337.23,7369.62,7401.5,7449.81,7307.54,7353.7,7321.71,7326.19,7327.7,7355.31,7343.62,7344.18,7327.17,7372.86,,7303.26,7344.18,Informer,MLPMultivariate,,,,,,,,,,,,,,,,,,,,,,
-2024-11-21,7313.64,7310.42,7380.75,7315.62,7321.95,7387.1,7330.4,7346.73,7399.87,7443.93,7302.45,7366.74,7310.2,7341.94,7341.78,7348.73,7331.54,7333.94,7305.5,7363.12,,7310.42,7333.94,Informer,MLPMultivariate,,,,,,,,,,,,,,,,,,,,,,
-2024-11-22,7296.48,7321.02,7392.48,7309.1,7300.34,7376.25,7299.74,7331.89,7405.18,7451.16,7291.02,7360.91,7294.78,7323.82,7406.11,7343.82,7342.97,7315.08,7304.24,7363.37,,7321.02,7315.08,Informer,MLPMultivariate,,,,,,,,,,,,,,,,,,,,,,
-2024-11-25,7286.7,7319.39,7421.41,7314.21,7278.51,7335.19,7267.8,7370.68,7405.27,7454.45,7288.73,7384.35,7295.84,7330.96,7369.37,7341.7,7353.84,7304.88,7295.69,7353.22,,7319.39,7304.88,Informer,MLPMultivariate,,,,,,,,,,,,,,,,,,,,,,
+2024-01-29,7327.54,7371.29,7327.98,7384.88,7303.02,7287.33,7292.89,7315.12,7343.6,7448.81,7326.19,7305.51,7323.52,7296.29,7310.33,7284.56,7305.08,7307.85,7296.64,7296.58,7305.0,7296.64,7327.98,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.02,0.01,0.0,0.0,7305.08,StemGNN
+2024-01-30,7323.87,7345.87,7337.31,7389.43,7298.24,7304.34,7293.09,7323.49,7353.22,7449.26,7332.46,7312.26,7328.59,7281.35,7304.5,7300.72,7302.7,7318.95,7297.0,7304.78,7315.0,7297.0,7337.31,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.01,0.0,0.0,7312.26,DilatedRNN
+2024-01-31,7324.15,7346.47,7344.21,7380.46,7308.31,7304.1,7294.49,7331.7,7359.12,7457.24,7342.73,7323.04,7320.56,7292.95,7297.57,7318.6,7301.14,7334.67,7303.24,7314.47,7302.5,7297.57,7344.21,NLinear,LSTM,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.02,0.01,0.0,0.0,7303.24,TiDE
+2024-02-01,7310.36,7350.73,7330.01,7368.2,7301.07,7305.61,7286.25,7318.49,7346.67,7454.66,7335.99,7307.86,7320.18,7289.85,7286.74,7300.7,7300.0,7329.82,7302.62,7301.44,7275.0,7286.74,7330.01,NLinear,LSTM,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.02,0.01,0.01,0.0,7286.25,PatchTST
+2024-02-02,7293.69,7327.78,7309.33,7373.02,7273.72,7281.96,7266.09,7301.23,7324.77,7439.28,7308.17,7276.55,7291.01,7277.53,7261.4,7276.11,7297.48,7296.47,7281.35,7281.49,7242.5,7261.4,7309.33,NLinear,LSTM,0.0,0.01,0.01,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.03,0.02,0.01,0.01,7261.4,NLinear
+2024-02-04,7254.43,7283.66,7289.7,7339.78,7239.73,7246.94,7231.94,7275.87,7300.41,7419.08,7273.83,7247.99,7247.88,7248.6,7243.9,7245.49,7293.53,7245.1,7250.1,7275.04,7240.0,7243.9,7289.7,NLinear,LSTM,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.02,0.01,0.0,0.01,7239.73,TSMixer
+2024-02-05,7250.29,7259.14,7291.3,7286.88,7225.65,7210.31,7228.4,7274.82,7302.66,7410.31,7243.09,7250.31,7235.75,7227.82,7230.87,7230.15,7289.29,7232.53,7231.23,7243.13,7227.5,7230.87,7291.3,NLinear,LSTM,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.03,0.01,0.0,0.01,7227.82,DLinear
+2024-02-06,7238.12,7245.94,7284.38,7245.93,7214.97,7191.32,7208.56,7264.12,7290.83,7402.4,7214.51,7247.19,7215.73,7210.97,7213.27,7208.05,7284.47,7215.47,7216.57,7240.12,7246.67,7213.27,7284.38,NLinear,LSTM,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.02,0.0,0.0,0.01,7247.19,DilatedRNN
+2024-02-07,7250.07,7249.58,7298.53,7246.31,7225.56,7233.26,7233.51,7282.69,7310.77,7411.92,7197.42,7269.31,7226.51,7226.73,7229.02,7225.51,7280.56,7230.76,7231.61,7227.76,7255.0,7229.02,7298.53,NLinear,LSTM,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.02,0.0,0.0,0.0,7250.07,NHITS
+2024-02-08,7255.89,7238.05,7302.06,7239.05,7240.02,7246.68,7249.72,7290.17,7314.03,7416.26,7187.06,7274.24,7236.22,7231.46,7251.08,7240.22,7277.06,7237.26,7253.37,7246.68,7270.0,7251.08,7302.06,NLinear,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.02,0.0,0.0,0.0,7274.24,DilatedRNN
+2024-02-18,7255.75,7235.38,7313.8,7233.69,7255.69,7255.58,7265.83,7300.25,7328.57,7421.75,7188.82,7284.88,7247.14,7230.47,7268.08,7275.0,7274.52,7246.07,7273.11,7254.99,7336.67,7268.08,7313.8,NLinear,LSTM,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.01,7328.57,GRU
+2024-02-19,7328.24,7286.07,7381.02,7275.31,7308.41,7310.31,7327.43,7366.18,7388.41,7447.08,7280.03,7355.52,7284.43,7281.5,7344.23,7354.4,7273.63,7291.66,7323.83,7270.38,7350.0,7323.83,7381.02,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,7354.4,TFT
+2024-02-20,7340.94,7314.03,7381.57,7320.35,7338.18,7366.51,7341.79,7363.28,7388.78,7459.81,7353.13,7385.1,7303.85,7305.54,7355.22,7374.68,7273.2,7317.23,7334.72,7315.85,7335.0,7334.72,7385.1,TiDE,DilatedRNN,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.01,7334.72,TiDE
+2024-02-21,7328.09,7291.25,7364.24,7319.25,7332.97,7412.64,7331.43,7349.38,7375.82,7465.63,7385.73,7387.23,7307.38,7333.67,7337.79,7342.36,7272.39,7318.1,7325.39,7314.47,7297.5,7325.39,7387.23,TiDE,DilatedRNN,0.01,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.02,0.01,0.02,0.0,0.0,0.0,7291.25,Informer
+2024-02-22,7287.87,7267.14,7325.02,7277.25,7305.41,7391.88,7303.83,7321.02,7340.78,7453.1,7382.02,7339.71,7294.56,7318.52,7298.75,7277.44,7270.51,7301.04,7291.38,7276.98,7285.0,7291.38,7339.71,TiDE,DilatedRNN,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.02,0.0,0.0,0.0,7287.87,NHITS
+2024-02-23,7274.4,7269.57,7318.81,7248.73,7289.09,7370.73,7297.79,7303.7,7335.42,7444.23,7366.25,7323.17,7289.08,7303.61,7282.35,7266.32,7268.19,7293.09,7280.01,7282.8,7306.67,7280.01,7323.17,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.02,0.01,0.0,0.01,7303.7,RNN
+2024-02-26,7317.08,7264.94,7337.71,7258.44,7297.69,7360.07,7324.84,7325.02,7354.15,7444.26,7362.54,7327.9,7317.03,7295.98,7301.97,7291.58,7266.69,7302.36,7294.47,7344.75,7292.5,7294.47,7337.71,TiDE,LSTM,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.02,0.0,0.0,0.0,7291.58,TFT
+2024-02-27,7324.86,7265.31,7320.64,7250.01,7294.19,7304.11,7298.21,7308.62,7337.19,7439.27,7344.69,7310.37,7318.04,7292.7,7282.65,7268.99,7265.18,7294.64,7286.29,7335.9,7306.67,7282.65,7320.64,NLinear,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.02,0.01,0.0,0.01,7308.62,RNN
+2024-02-28,7350.44,7289.53,7338.22,7309.69,7298.81,7324.0,7322.15,7329.78,7355.81,7445.01,7333.11,7324.66,7333.3,7311.24,7305.73,7297.46,7264.32,7302.66,7303.67,7363.84,7353.33,7303.67,7338.22,TiDE,LSTM,0.01,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.01,7355.81,GRU
+2024-02-29,7364.92,7312.73,7388.84,7333.98,7331.49,7367.62,7367.57,7377.53,7397.03,7453.38,7342.48,7349.71,7365.78,7333.87,7360.89,7322.64,7264.33,7322.6,7342.49,7352.62,7325.0,7342.49,7388.84,TiDE,LSTM,0.0,0.01,0.0,0.01,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.02,0.0,0.0,0.01,7322.64,TFT
+2024-03-01,7321.58,7316.24,7343.94,7309.51,7320.66,7330.76,7334.34,7332.16,7359.97,7443.02,7323.63,7307.3,7329.62,7315.68,7335.52,7305.79,7264.18,7304.35,7325.91,7320.04,7343.33,7307.3,7343.94,DilatedRNN,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,7343.94,LSTM
+2024-03-04,7340.8,7317.33,7376.92,7311.15,7328.22,7340.47,7340.31,7365.15,7388.86,7450.74,7315.87,7323.96,7323.98,7333.25,7339.48,7315.33,7264.33,7301.3,7341.73,7340.63,7330.0,7323.96,7376.92,DilatedRNN,LSTM,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.01,7328.22,TSMixer
+2024-03-05,7315.29,7324.32,7350.44,7305.61,7325.74,7339.79,7318.97,7344.85,7365.55,7451.88,7304.36,7319.43,7316.46,7325.93,7321.51,7307.34,7264.21,7297.3,7327.12,7328.32,7310.0,7319.43,7350.44,DilatedRNN,LSTM,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.01,7307.34,TFT
+2024-03-06,7308.37,7325.7,7334.63,7294.16,7305.63,7325.18,7312.54,7318.27,7352.91,7447.44,7298.88,7308.51,7313.02,7309.36,7297.3,7288.71,7263.76,7286.98,7300.48,7306.5,7297.5,7297.3,7334.63,NLinear,LSTM,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.0,7297.3,NLinear
+2024-03-07,7299.86,7322.53,7324.67,7282.33,7294.87,7306.71,7313.41,7321.12,7342.72,7440.57,7289.94,7302.04,7319.49,7285.37,7297.06,7280.81,7263.15,7286.31,7293.88,7289.42,7290.0,7293.88,7324.67,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.0,7289.94,BiTCN
+2024-03-08,7284.22,7300.35,7319.86,7274.83,7286.74,7293.73,7302.8,7307.93,7337.87,7436.35,7274.2,7299.68,7286.94,7284.21,7288.37,7276.83,7262.76,7277.18,7291.02,7296.59,7295.0,7288.37,7319.86,NLinear,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.0,7293.73,TSMixerx
+2024-03-11,7271.27,7287.88,7325.34,7269.57,7283.7,7281.61,7304.64,7315.33,7343.5,7434.85,7270.74,7301.9,7264.77,7297.51,7293.47,7279.98,7262.81,7273.09,7289.34,7281.02,7285.0,7289.34,7325.34,TiDE,LSTM,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.0,7283.7,TSMixer
+2024-03-12,7252.84,7289.89,7316.38,7238.32,7271.27,7285.97,7283.58,7308.11,7333.67,7423.91,7273.67,7295.14,7244.6,7296.69,7275.31,7274.42,7264.09,7267.18,7270.4,7242.84,7283.33,7270.4,7316.38,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.02,0.01,0.0,0.0,7283.58,PatchTST
+2024-03-13,7248.94,7289.63,7317.69,7233.04,7267.63,7290.31,7281.2,7307.19,7335.38,7425.88,7268.58,7309.18,7235.08,7304.14,7278.21,7275.33,7265.65,7265.26,7272.33,7235.62,7285.0,7272.33,7317.69,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.02,0.01,0.0,0.0,7281.2,PatchTST
+2024-03-14,7265.67,7272.35,7319.05,7246.86,7274.3,7281.33,7285.09,7310.26,7336.26,7424.37,7279.02,7310.25,7246.55,7274.92,7288.54,7285.69,7269.2,7272.8,7280.93,7245.84,7277.5,7280.93,7319.05,TiDE,LSTM,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.0,7279.02,BiTCN
+2024-03-15,7268.02,7272.38,7313.29,7252.22,7272.37,7267.28,7274.58,7300.8,7329.86,7422.91,7276.36,7300.48,7249.94,7253.63,7269.2,7284.16,7271.75,7274.0,7279.15,7275.57,7353.33,7269.2,7313.29,NLinear,LSTM,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,7329.86,GRU
+2024-03-18,7347.52,7331.59,7398.1,7300.4,7319.2,7299.25,7365.29,7379.18,7404.8,7454.79,7304.76,7381.73,7306.57,7305.65,7353.59,7387.27,7274.58,7304.16,7330.82,7352.64,7387.5,7330.82,7398.1,TiDE,LSTM,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,7387.27,TFT
+2024-03-19,7383.2,7377.06,7422.18,7337.72,7360.54,7351.51,7392.03,7400.81,7423.66,7474.67,7313.87,7416.08,7356.26,7326.81,7393.41,7420.57,7276.23,7330.54,7363.47,7386.88,7435.0,7363.47,7422.18,TiDE,LSTM,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.02,7423.66,GRU
+2024-03-20,7431.32,7405.09,7481.7,7376.29,7402.01,7385.96,7459.23,7451.43,7481.06,7500.15,7329.38,7477.52,7408.8,7385.25,7441.38,7446.61,7277.8,7375.82,7414.87,7433.1,7460.0,7414.87,7481.7,TiDE,LSTM,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.02,7459.23,PatchTST
+2024-03-21,7458.23,7401.49,7497.22,7416.58,7435.34,7399.19,7477.4,7484.97,7496.09,7515.96,7349.72,7505.51,7430.26,7433.87,7467.83,7466.18,7280.62,7415.17,7449.45,7440.95,7422.5,7449.45,7505.51,TiDE,DilatedRNN,0.01,0.01,0.0,0.01,0.01,0.01,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.02,7416.58,iTransformer
+2024-03-22,7407.08,7385.58,7442.54,7427.62,7418.86,7399.51,7396.74,7421.23,7442.49,7503.78,7352.84,7447.2,7399.15,7426.65,7428.19,7410.61,7284.13,7404.03,7430.58,7399.98,7402.5,7421.23,7447.2,RNN,DilatedRNN,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.02,7404.03,MLPMultivariate
+2024-03-25,7390.93,7341.74,7425.1,7351.02,7389.62,7396.72,7393.91,7412.02,7429.24,7493.73,7344.59,7410.24,7372.03,7425.95,7402.73,7362.53,7285.9,7383.56,7400.51,7386.46,7372.5,7400.51,7425.1,TiDE,LSTM,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.01,7372.03,MLP
+2024-03-26,7347.33,7326.36,7383.73,7310.72,7358.05,7389.99,7351.15,7374.38,7394.84,7478.16,7345.4,7372.22,7346.88,7391.77,7355.68,7335.91,7286.96,7355.52,7355.3,7348.98,7365.0,7355.3,7383.73,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.02,0.01,0.0,0.01,7358.05,TSMixer
+2024-03-27,7332.67,7312.63,7381.71,7327.69,7341.74,7356.66,7347.59,7365.01,7395.24,7472.17,7348.8,7371.09,7330.06,7369.82,7345.87,7337.23,7287.96,7336.09,7351.86,7342.38,7345.0,7345.87,7381.71,NLinear,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.0,0.01,7345.87,NLinear
+2024-03-28,7318.95,7314.23,7356.68,7325.77,7325.55,7327.43,7330.24,7354.81,7374.07,7455.5,7348.21,7331.05,7302.67,7352.37,7328.51,7320.33,7288.74,7314.21,7333.58,7330.55,7345.0,7328.51,7356.68,NLinear,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.02,0.0,0.0,0.01,7348.21,BiTCN
+2024-03-29,7333.3,7331.35,7363.25,7327.67,7319.56,7301.55,7328.18,7355.11,7380.95,7447.57,7334.74,7327.27,7288.54,7335.81,7336.81,7319.3,7289.92,7297.93,7332.41,7343.51,7345.0,7327.27,7363.25,DilatedRNN,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.0,0.01,0.01,7343.51,DeepNPTS
+2024-04-01,7348.05,7330.57,7362.77,7332.96,7322.2,7298.06,7329.02,7358.66,7379.31,7439.07,7324.08,7319.56,7297.91,7335.11,7344.4,7319.01,7290.86,7297.93,7334.57,7336.61,7360.0,7319.56,7362.77,DilatedRNN,LSTM,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.0,0.01,0.01,7358.66,RNN
+2024-04-02,7354.85,7323.4,7383.79,7332.65,7333.63,7305.61,7343.25,7371.61,7396.96,7439.3,7319.5,7330.72,7310.54,7330.5,7355.11,7328.96,7291.78,7303.89,7341.66,7354.63,7380.0,7330.72,7383.79,DilatedRNN,LSTM,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,7383.79,LSTM
+2024-04-03,7365.36,7363.44,7406.76,7337.82,7351.97,7328.92,7372.84,7392.54,7415.12,7455.35,7328.3,7365.47,7333.11,7329.49,7376.28,7337.59,7293.34,7332.99,7356.93,7368.23,7397.5,7356.93,7406.76,TiDE,LSTM,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,7392.54,RNN
+2024-04-07,7393.17,7399.15,7426.61,7353.03,7376.49,7376.75,7414.11,7407.82,7431.87,7469.02,7340.05,7401.16,7367.35,7352.12,7391.14,7345.16,7296.03,7358.92,7389.73,7383.01,7437.5,7389.73,7426.61,TiDE,LSTM,0.01,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.02,7431.87,GRU
+2024-04-08,7446.69,7449.75,7475.26,7373.37,7410.56,7404.13,7471.23,7453.16,7476.52,7494.46,7348.69,7462.4,7410.81,7377.58,7435.09,7383.23,7300.34,7398.07,7432.4,7434.56,7490.0,7432.4,7475.26,TiDE,LSTM,0.01,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.02,0.01,0.01,0.01,0.01,0.01,0.02,0.0,0.02,0.01,0.03,7494.46,TCN
+2024-04-09,7504.9,7467.54,7530.61,7433.77,7452.01,7425.34,7513.39,7508.93,7533.46,7525.64,7357.86,7528.49,7454.96,7437.01,7491.25,7428.23,7304.74,7457.52,7473.55,7489.28,7507.5,7473.55,7530.61,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.02,0.0,0.01,0.01,0.03,7508.93,RNN
+2024-04-10,7507.67,7467.99,7538.11,7542.22,7472.33,7420.04,7503.44,7518.16,7542.64,7545.15,7374.81,7566.42,7470.54,7473.43,7509.8,7433.5,7310.03,7488.79,7488.68,7506.2,7497.5,7488.68,7566.42,TiDE,DilatedRNN,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.01,0.02,0.01,0.01,0.0,0.03,7503.44,PatchTST
+2024-04-11,7471.36,7447.97,7520.09,7595.64,7468.23,7408.33,7456.56,7507.32,7523.82,7548.46,7392.38,7548.81,7429.43,7498.08,7501.92,7419.36,7314.95,7464.22,7485.5,7461.34,7497.5,7485.5,7548.81,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.02,7498.08,DLinear
+2024-04-12,7441.47,7422.59,7520.65,7489.62,7460.53,7422.05,7457.34,7508.16,7525.23,7549.5,7408.37,7551.69,7408.99,7522.65,7488.91,7405.51,7319.85,7442.42,7475.94,7381.11,7506.67,7475.94,7551.69,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.0,0.0,0.02,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.02,7508.16,RNN
+2024-04-15,7437.49,7392.71,7528.99,7359.85,7460.77,7406.3,7457.88,7511.0,7534.34,7550.29,7422.12,7559.66,7408.64,7505.06,7499.32,7414.59,7324.39,7350.28,7478.66,7390.39,7482.5,7478.66,7559.66,TiDE,DilatedRNN,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.02,0.02,7478.66,TiDE
+2024-04-16,7414.4,7356.55,7493.42,7320.82,7445.33,7389.55,7430.34,7479.15,7495.79,7530.0,7414.8,7504.09,7384.23,7474.41,7463.96,7395.26,7326.74,7316.68,7464.25,7352.03,7495.0,7463.96,7504.09,NLinear,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.0,0.02,0.01,0.01,0.02,0.01,0.01,0.0,0.02,0.02,0.02,7495.79,GRU
+2024-04-17,7418.15,7345.34,7517.47,7244.33,7448.57,7372.91,7443.81,7505.07,7524.59,7532.58,7416.41,7509.97,7377.52,7468.47,7480.95,7402.17,7328.88,7308.76,7469.45,7336.17,7497.5,7469.45,7517.47,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.0,0.02,0.01,0.02,0.02,0.02,0.01,0.0,0.03,0.03,0.02,7505.07,RNN
+2024-04-18,7436.24,7365.21,7513.57,7192.38,7453.6,7372.54,7432.96,7503.99,7517.93,7524.56,7417.28,7494.44,7394.34,7452.7,7495.29,7403.77,7331.62,7302.16,7473.56,7444.7,7497.5,7473.56,7513.57,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.02,0.02,0.01,0.0,0.04,0.03,0.02,7495.29,NLinear
+2024-04-19,7447.08,7350.32,7514.88,7205.88,7455.57,7376.24,7410.53,7499.09,7521.58,7514.49,7414.34,7484.98,7403.57,7462.21,7490.31,7405.58,7335.87,7309.31,7468.85,7449.0,7527.5,7468.85,7514.88,TiDE,LSTM,0.0,0.0,0.01,0.0,0.01,0.02,0.01,0.01,0.0,0.01,0.01,0.02,0.02,0.02,0.02,0.02,0.0,0.04,0.03,0.03,7521.58,GRU
+2024-04-22,7475.88,7423.16,7553.94,7254.19,7479.88,7386.67,7447.72,7543.1,7564.77,7529.09,7418.21,7513.38,7448.4,7465.62,7534.03,7424.22,7340.89,7353.61,7495.13,7507.16,7527.5,7495.13,7553.94,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.02,0.01,0.0,0.04,0.02,0.02,7529.09,TCN
+2024-04-23,7483.17,7425.91,7543.4,7290.92,7493.7,7412.12,7452.95,7529.65,7551.13,7530.61,7420.4,7510.63,7476.78,7493.62,7519.16,7425.58,7345.31,7389.05,7508.08,7474.14,7510.0,7508.08,7543.4,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.0,0.03,0.02,0.02,7510.63,DilatedRNN
+2024-04-24,7489.82,7449.76,7522.43,7284.6,7487.66,7426.27,7472.05,7511.78,7529.63,7526.36,7421.74,7485.46,7485.09,7501.46,7492.88,7420.0,7350.44,7407.38,7501.62,7474.42,7487.5,7485.46,7522.43,DilatedRNN,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.03,0.01,0.02,7487.66,TSMixer
+2024-04-25,7478.17,7459.27,7497.68,7280.8,7470.32,7445.5,7489.49,7493.36,7502.21,7512.97,7428.15,7459.13,7481.87,7483.92,7478.55,7422.14,7354.99,7425.65,7481.11,7463.77,7487.5,7459.13,7497.68,DilatedRNN,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.03,0.01,0.02,7489.49,PatchTST
+2024-04-26,7471.79,7504.41,7503.64,7251.0,7463.42,7473.47,7521.54,7488.07,7509.47,7511.23,7437.15,7478.42,7488.64,7486.83,7477.29,7424.85,7357.93,7426.34,7478.56,7483.43,7502.5,7477.29,7503.64,NLinear,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.03,0.01,0.02,7503.64,LSTM
+2024-04-28,7467.89,7518.13,7521.81,7174.11,7470.82,7479.49,7536.93,7508.17,7528.39,7516.84,7455.74,7505.59,7480.88,7472.89,7496.72,7427.1,7362.14,7417.9,7486.94,7501.28,7527.5,7486.94,7521.81,TiDE,LSTM,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.0,0.05,0.01,0.02,7528.39,GRU
+2024-04-29,7481.1,7537.41,7551.26,7198.68,7484.31,7493.62,7539.07,7535.14,7561.36,7538.57,7471.26,7551.52,7456.97,7503.59,7513.18,7435.48,7365.99,7410.41,7503.56,7523.13,7537.5,7503.56,7551.52,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.01,0.0,0.04,0.02,0.02,7537.41,Informer
+2024-04-30,7485.56,7594.84,7557.28,7254.42,7491.22,7476.7,7528.7,7545.33,7567.36,7559.4,7475.39,7570.71,7438.04,7536.98,7529.87,7442.82,7370.56,7405.34,7509.73,7512.24,7532.5,7509.73,7570.71,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.0,0.04,0.02,0.02,7529.87,NLinear
+2024-05-06,7483.94,7574.7,7548.46,7325.23,7489.19,7448.35,7506.84,7539.17,7557.91,7552.76,7467.6,7562.01,7421.79,7525.62,7532.45,7444.39,7376.1,7394.27,7509.66,7408.65,7502.5,7509.66,7562.01,TiDE,DilatedRNN,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.02,0.01,0.02,7506.84,PatchTST
+2024-05-07,7454.26,7549.21,7509.9,7428.31,7469.92,7432.5,7468.81,7503.76,7514.61,7528.46,7455.19,7517.82,7393.69,7501.23,7494.93,7449.21,7382.07,7369.93,7480.75,7366.6,7475.0,7480.75,7517.82,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,7469.92,TSMixer
+2024-05-08,7448.62,7504.08,7483.78,7341.15,7449.91,7422.82,7453.71,7472.99,7488.15,7506.29,7444.99,7489.62,7390.3,7460.89,7477.19,7433.97,7388.17,7356.53,7456.13,7334.04,7512.5,7456.13,7489.62,TiDE,DilatedRNN,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.02,0.01,0.02,0.0,0.01,0.01,0.0,0.02,0.02,0.02,7506.29,TCN
+2024-05-09,7489.41,7492.55,7538.78,7228.58,7471.97,7432.32,7488.34,7522.5,7548.68,7532.69,7450.95,7550.51,7421.94,7462.06,7500.77,7464.86,7394.79,7365.0,7478.99,7376.05,7505.0,7478.99,7550.51,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.02,0.01,0.01,0.0,0.01,0.01,0.0,0.04,0.02,0.01,7500.77,NLinear
+2024-05-10,7502.58,7503.25,7515.71,7238.33,7480.19,7439.46,7474.0,7502.34,7519.2,7530.79,7445.66,7522.23,7430.08,7469.07,7501.89,7461.89,7402.07,7366.89,7475.33,7327.73,7477.5,7475.33,7522.23,TiDE,DilatedRNN,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.02,0.0,0.01,0.0,0.01,0.0,0.01,0.03,0.01,0.01,7475.33,TiDE
+2024-05-11,7477.01,7468.49,7487.68,7269.38,7466.02,7463.35,7461.11,7477.54,7492.72,7517.63,7434.93,7478.03,7432.49,7469.02,7476.03,7443.91,7409.29,7377.38,7464.25,7457.58,7475.0,7464.25,7487.68,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.03,0.01,0.01,7476.03,NLinear
+2024-05-13,7485.15,7465.77,7491.34,7315.73,7466.45,7476.06,7467.47,7489.51,7496.05,7504.56,7435.73,7466.04,7449.36,7487.14,7477.51,7445.1,7416.69,7406.58,7470.81,7469.83,7485.0,7466.04,7491.34,DilatedRNN,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.02,0.01,0.01,7485.15,NHITS
+2024-05-14,7477.14,7476.03,7503.63,7392.31,7473.35,7492.1,7466.7,7485.68,7508.49,7498.11,7457.67,7471.83,7481.71,7489.56,7496.26,7459.57,7425.19,7437.05,7474.59,7482.29,7507.5,7471.83,7503.63,DilatedRNN,LSTM,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.02,0.01,0.01,7508.49,GRU
+2024-05-15,7489.91,7539.15,7530.81,7430.45,7490.52,7527.63,7486.06,7514.31,7538.25,7516.15,7484.43,7502.17,7517.09,7500.93,7501.97,7472.1,7430.11,7472.37,7495.54,7499.29,7510.0,7495.54,7530.81,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,7514.31,RNN
+2024-05-16,7488.49,7555.01,7527.53,7360.08,7500.79,7538.66,7505.81,7517.8,7533.73,7533.27,7499.3,7510.77,7524.22,7516.52,7497.59,7476.12,7433.61,7352.68,7509.44,7492.98,7525.0,7497.59,7527.53,NLinear,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.02,0.02,0.01,7524.22,MLP
+2024-05-17,7496.75,7566.11,7548.37,7326.43,7508.88,7531.27,7524.72,7533.79,7558.48,7556.27,7511.16,7535.63,7506.21,7526.92,7519.7,7497.23,7435.59,7309.13,7519.26,7481.67,7587.5,7519.26,7548.37,TiDE,LSTM,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.03,0.04,0.02,7566.11,Informer
+2024-05-20,7554.62,7644.92,7627.44,7350.25,7547.01,7528.24,7595.91,7612.28,7643.46,7596.9,7537.82,7612.63,7530.43,7539.71,7591.87,7521.2,7437.21,7296.11,7572.12,7571.91,7670.0,7572.12,7627.44,TiDE,LSTM,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.02,0.0,0.02,0.01,0.02,0.02,0.0,0.02,0.02,0.01,0.04,0.05,0.03,7644.92,Informer
+2024-05-21,7646.42,7693.65,7721.68,7393.04,7609.44,7543.75,7674.38,7711.26,7740.31,7708.74,7555.53,7736.54,7598.73,7600.96,7672.61,7654.2,7439.66,7318.55,7645.34,7664.22,7677.5,7645.34,7736.54,TiDE,DilatedRNN,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.01,0.0,0.02,0.02,0.0,0.04,0.05,0.03,7674.38,PatchTST
+2024-05-22,7647.54,7700.36,7702.61,7435.01,7631.71,7537.14,7631.25,7700.74,7718.4,7716.27,7545.94,7739.61,7593.62,7631.05,7680.19,7632.13,7443.42,7351.65,7659.1,7656.57,7677.5,7659.1,7739.61,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.0,0.02,0.02,0.01,0.03,0.04,0.03,7680.19,NLinear
+2024-05-23,7626.59,7682.93,7701.23,7486.0,7631.62,7534.77,7612.35,7702.06,7719.24,7711.33,7537.83,7734.65,7576.55,7652.62,7672.35,7630.37,7449.02,7363.8,7655.3,7639.01,7645.0,7655.3,7734.65,TiDE,DilatedRNN,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.02,0.04,0.03,7639.01,DeepNPTS
+2024-05-24,7591.57,7687.27,7647.22,7466.98,7604.74,7520.95,7581.75,7648.48,7659.85,7665.49,7530.35,7681.59,7545.77,7650.82,7641.27,7555.51,7455.55,7342.27,7618.71,7587.36,7630.0,7618.71,7681.59,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.02,0.04,0.02,7641.27,NLinear
+2024-05-27,7587.08,7608.34,7637.65,7450.73,7586.27,7503.4,7584.06,7621.78,7653.85,7607.25,7528.53,7654.25,7532.07,7610.58,7622.67,7533.82,7463.42,7326.06,7605.99,7588.43,7650.0,7605.99,7654.25,TiDE,DilatedRNN,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.02,0.02,0.01,0.02,0.02,0.01,0.03,0.04,0.02,7653.85,GRU
+2024-05-28,7607.55,7589.48,7669.13,7484.61,7597.73,7514.83,7601.71,7664.22,7686.82,7632.27,7530.03,7686.72,7537.27,7603.04,7629.19,7550.99,7471.71,7363.76,7623.46,7633.98,7690.0,7623.46,7686.72,TiDE,DilatedRNN,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.02,0.02,0.01,0.02,0.02,0.01,0.03,0.04,0.03,7686.82,GRU
+2024-05-29,7652.84,7571.3,7717.47,7556.94,7630.25,7549.12,7631.5,7713.28,7739.42,7692.04,7547.56,7739.16,7571.95,7633.92,7662.71,7577.13,7480.36,7443.68,7655.77,7631.62,7690.0,7655.77,7739.16,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.02,0.02,0.02,0.02,0.0,0.02,0.03,0.03,7692.04,TCN
+2024-05-30,7649.09,7577.62,7704.1,7550.92,7640.84,7541.27,7618.8,7709.13,7722.64,7686.08,7566.99,7726.25,7577.4,7647.87,7675.33,7588.57,7488.69,7495.95,7666.95,7588.98,7716.67,7666.95,7726.25,TiDE,DilatedRNN,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.02,0.02,0.02,0.02,0.02,0.02,0.0,0.02,0.03,0.03,7722.64,GRU
+2024-05-31,7659.8,7578.86,7740.46,7601.55,7658.13,7553.72,7626.85,7747.84,7766.91,7734.27,7586.04,7743.6,7606.83,7679.94,7715.32,7637.17,7496.29,7552.72,7694.43,7669.36,7740.0,7694.43,7747.84,TiDE,RNN,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.02,0.02,0.02,0.02,0.0,0.02,0.02,0.03,7740.46,LSTM
+2024-06-03,7680.57,7584.22,7758.74,7692.79,7682.17,7563.78,7631.12,7765.3,7782.34,7752.19,7594.94,7765.01,7648.73,7689.59,7745.42,7666.56,7503.34,7588.76,7712.73,7713.13,7720.0,7712.73,7765.3,TiDE,RNN,0.0,0.01,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.02,0.02,0.02,0.0,0.0,0.02,0.03,7713.13,DeepNPTS
+2024-06-04,7665.76,7576.41,7723.4,7680.31,7679.08,7575.09,7632.31,7726.45,7745.14,7722.12,7593.83,7724.31,7634.57,7670.89,7705.0,7633.67,7509.08,7561.44,7702.17,7686.5,7650.0,7702.17,7726.45,TiDE,RNN,0.01,0.01,0.01,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.02,7634.57,MLP
+2024-06-05,7606.92,7540.29,7633.46,7610.85,7632.48,7578.7,7615.23,7639.77,7644.89,7622.36,7580.73,7631.2,7599.78,7656.64,7623.31,7586.52,7512.73,7487.38,7640.26,7578.67,7620.0,7623.31,7640.26,NLinear,TiDE,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.0,0.02,0.01,7622.36,TCN
+2024-06-06,7619.7,7540.46,7618.23,7535.66,7596.63,7595.6,7616.26,7613.33,7634.54,7580.04,7567.82,7615.22,7595.84,7629.27,7600.64,7572.07,7515.47,7439.33,7594.37,7568.71,7600.0,7594.37,7618.23,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.02,0.01,7600.64,NLinear
+2024-06-07,7615.71,7550.14,7598.83,7495.09,7580.49,7593.81,7616.27,7589.49,7612.05,7554.46,7556.42,7595.42,7595.1,7577.71,7587.54,7557.72,7518.27,7422.08,7579.2,7530.57,7606.67,7579.2,7598.83,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.02,0.01,7612.05,GRU
+2024-06-11,7601.74,7545.36,7617.55,7483.63,7583.14,7602.98,7622.97,7603.07,7634.47,7571.48,7561.7,7607.52,7596.83,7576.37,7597.98,7564.51,7521.23,7447.74,7590.24,7535.68,7620.0,7590.24,7617.55,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.0,0.01,0.01,0.02,0.02,0.01,7617.55,LSTM
+2024-06-12,7595.89,7569.69,7634.83,7476.94,7595.18,7606.77,7623.29,7632.71,7651.71,7610.31,7578.85,7632.39,7571.4,7606.64,7609.63,7574.78,7524.16,7455.88,7602.32,7569.64,7673.33,7602.32,7634.83,TiDE,LSTM,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.03,0.03,0.02,7651.71,GRU
+2024-06-13,7641.01,7622.33,7708.5,7521.55,7629.66,7648.57,7672.0,7705.26,7730.62,7749.36,7613.58,7719.29,7605.25,7661.15,7673.97,7611.91,7528.73,7519.31,7645.36,7563.04,7690.0,7645.36,7719.29,TiDE,DilatedRNN,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.02,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.02,0.02,7705.26,RNN
+2024-06-14,7656.46,7645.11,7711.35,7577.17,7651.13,7647.51,7683.61,7716.14,7731.04,7786.84,7640.58,7734.56,7636.69,7681.25,7693.37,7630.44,7533.1,7553.32,7664.43,7573.6,7690.0,7664.43,7734.56,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.0,0.02,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.02,7693.37,NLinear
+2024-06-17,7668.97,7660.65,7707.58,7561.25,7660.09,7645.73,7690.69,7707.57,7728.62,7790.44,7658.04,7732.91,7636.44,7670.13,7692.14,7629.07,7537.53,7588.31,7677.84,7647.88,7656.67,7677.84,7732.91,TiDE,DilatedRNN,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.01,0.01,0.02,7658.04,BiTCN
+2024-06-18,7648.69,7647.44,7657.3,7511.84,7644.72,7630.99,7660.46,7661.83,7671.58,7709.01,7646.41,7688.98,7600.83,7643.53,7658.19,7608.7,7541.74,7553.19,7656.77,7650.67,7656.67,7656.77,7688.98,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.02,0.01,0.02,7656.77,TiDE
+2024-06-19,7717.45,7666.0,7670.33,7520.23,7635.96,7617.99,7659.58,7660.73,7689.14,7667.13,7633.78,7690.19,7602.78,7635.72,7655.59,7608.17,7544.92,7544.78,7635.34,7654.29,7670.0,7635.34,7690.19,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.0,0.02,0.02,0.02,7670.33,LSTM
+2024-06-20,7741.04,7693.88,7686.97,7567.39,7640.5,7624.09,7651.69,7683.71,7704.51,7695.4,7628.74,7714.59,7644.29,7644.75,7667.42,7626.49,7548.34,7561.63,7630.83,7666.16,7680.0,7630.83,7714.59,TiDE,DilatedRNN,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.01,0.02,0.02,7683.71,RNN
+2024-06-21,7702.76,7688.15,7697.32,7612.87,7652.19,7642.97,7654.44,7693.22,7716.37,7728.08,7628.33,7724.77,7677.81,7669.14,7678.6,7633.89,7552.64,7573.85,7647.56,7666.95,7680.0,7647.56,7724.77,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.02,7678.6,NLinear
+2024-06-24,7666.51,7682.79,7694.04,7581.34,7661.33,7643.75,7644.67,7699.11,7712.41,7720.88,7621.98,7715.66,7654.24,7680.46,7685.14,7635.35,7558.01,7572.07,7665.65,7669.45,7680.0,7665.65,7715.66,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.02,7680.46,DLinear
+2024-06-25,7635.06,7702.77,7694.15,7551.08,7662.63,7668.97,7639.39,7697.1,7713.05,7727.82,7635.73,7696.7,7642.6,7695.54,7681.62,7638.46,7563.53,7590.37,7676.11,7670.29,7693.33,7676.11,7697.1,TiDE,RNN,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.0,0.02,0.01,0.02,7694.15,LSTM
+2024-06-26,7649.64,7721.72,7711.35,7582.14,7666.93,7678.08,7646.0,7712.14,7733.13,7739.67,7653.96,7713.9,7646.94,7715.36,7695.62,7646.05,7568.72,7606.04,7690.87,7683.98,7716.67,7690.87,7713.9,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.01,0.0,0.02,0.01,0.02,7715.36,DLinear
+2024-06-27,7668.78,7726.75,7736.6,7605.33,7678.27,7679.7,7667.02,7739.2,7761.5,7762.53,7676.67,7745.12,7650.41,7704.75,7709.23,7649.62,7573.25,7663.1,7698.53,7634.07,7723.33,7698.53,7745.12,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.02,0.01,0.02,7726.75,Informer
+2024-06-28,7678.55,7779.76,7736.77,7635.71,7686.45,7652.34,7673.52,7741.3,7761.03,7772.07,7686.61,7750.62,7643.94,7685.82,7713.25,7644.23,7577.58,7691.8,7703.73,7613.67,7730.0,7703.73,7750.62,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.02,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.02,7736.77,LSTM
+2024-07-01,7707.72,7821.05,7743.39,7658.27,7693.71,7649.98,7708.01,7749.89,7768.63,7769.01,7691.71,7759.06,7661.72,7689.95,7721.16,7646.0,7582.32,7717.93,7715.57,7626.28,7763.33,7715.57,7759.06,TiDE,DilatedRNN,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.02,0.02,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.02,7759.06,DilatedRNN
+2024-07-02,7744.92,7840.94,7783.1,7679.4,7717.64,7653.13,7735.71,7787.06,7806.22,7806.74,7684.8,7796.63,7692.66,7722.76,7756.99,7667.11,7588.75,7762.75,7744.12,7687.62,7780.0,7744.12,7796.63,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.0,0.01,0.0,0.02,7783.1,LSTM
+2024-07-03,7756.84,7833.03,7791.33,7692.3,7731.19,7658.64,7735.06,7794.67,7812.86,7828.05,7669.74,7808.23,7703.55,7736.59,7780.46,7680.14,7596.91,7800.42,7746.29,7766.54,7800.0,7746.29,7808.23,TiDE,DilatedRNN,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.0,0.02,0.01,0.0,0.02,0.02,0.0,0.01,0.0,0.03,7800.42,MLPMultivariate
+2024-07-04,7777.57,7802.46,7810.8,7710.33,7750.34,7672.56,7765.83,7815.34,7833.79,7856.35,7662.81,7828.12,7724.62,7755.44,7794.13,7694.62,7603.58,7779.04,7766.87,7784.54,7800.0,7766.87,7828.12,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.02,0.02,0.01,0.01,0.0,0.03,7802.46,Informer
+2024-07-05,7774.44,7815.16,7802.19,7730.68,7760.77,7699.28,7772.52,7811.57,7823.36,7849.05,7671.7,7830.59,7724.65,7770.86,7787.98,7692.89,7610.96,7843.22,7780.92,7741.59,7766.67,7780.92,7830.59,TiDE,DilatedRNN,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.02,7770.86,DLinear
+2024-07-08,7741.65,7795.09,7758.82,7705.33,7739.58,7708.67,7729.86,7765.03,7781.33,7792.2,7676.97,7784.11,7681.38,7766.85,7757.01,7683.55,7620.04,7824.98,7761.16,7705.36,7746.67,7757.01,7784.11,NLinear,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.02,7741.65,NHITS
+2024-07-09,7722.38,7773.33,7745.26,7703.88,7714.5,7696.2,7714.17,7753.77,7769.68,7768.35,7679.44,7764.17,7656.31,7739.11,7735.52,7682.56,7629.55,7730.01,7737.09,7674.54,7720.0,7735.52,7764.17,NLinear,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.0,0.0,0.01,7722.38,NHITS
+2024-07-10,7681.03,7717.21,7716.77,7678.92,7691.8,7673.83,7694.23,7723.21,7737.12,7743.38,7668.68,7735.7,7622.03,7709.89,7703.37,7681.63,7638.61,7685.62,7705.22,7572.7,7693.33,7703.37,7735.7,NLinear,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.02,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.01,7694.23,PatchTST
+2024-07-11,7658.8,7691.9,7693.49,7628.34,7667.14,7692.16,7681.35,7691.85,7710.51,7719.48,7664.59,7703.51,7614.39,7682.58,7677.68,7669.17,7646.27,7670.81,7672.55,7596.51,7686.67,7672.55,7703.51,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.01,7682.58,DLinear
+2024-07-12,7676.21,7648.01,7695.03,7632.62,7659.27,7675.71,7674.62,7698.63,7713.13,7720.5,7665.84,7702.99,7618.09,7679.03,7672.11,7670.97,7654.11,7660.48,7659.43,7646.45,7680.0,7659.43,7702.99,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.0,7679.03,DLinear
+2024-07-15,7678.67,7635.19,7688.59,7673.16,7661.82,7659.83,7658.52,7688.36,7705.97,7715.21,7663.19,7697.0,7632.91,7676.23,7670.71,7666.72,7661.32,7665.77,7658.57,7673.79,7680.0,7658.57,7697.0,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.0,0.0,7678.67,NHITS
+2024-07-16,7651.2,7671.86,7692.78,7689.27,7668.14,7660.76,7659.06,7692.61,7711.37,7719.34,7655.2,7696.32,7641.57,7667.54,7679.94,7684.55,7665.08,7669.1,7668.98,7684.14,7666.67,7668.98,7696.32,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,7667.54,DLinear
+2024-07-17,7641.06,7668.16,7673.47,7659.75,7664.64,7654.22,7660.93,7676.71,7690.06,7700.99,7651.0,7671.75,7644.48,7651.21,7663.0,7678.61,7664.98,7672.35,7664.72,7691.68,7660.0,7663.0,7676.71,NLinear,RNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,7659.75,iTransformer
+2024-07-18,7664.97,7658.16,7670.03,7637.79,7660.39,7658.64,7659.83,7666.5,7687.94,7698.48,7644.28,7672.95,7654.77,7652.12,7661.85,7665.94,7664.43,7680.07,7657.52,7684.03,7656.67,7657.52,7672.95,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,7657.52,TiDE
+2024-07-19,7665.55,7670.82,7667.21,7635.58,7660.33,7668.88,7658.37,7665.87,7684.4,7695.58,7643.1,7674.29,7663.73,7643.52,7663.89,7656.08,7663.77,7700.4,7657.96,7680.19,7656.67,7657.96,7674.29,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,7656.08,TFT
+2024-07-22,7654.73,7659.6,7668.97,7621.64,7661.35,7680.21,7656.68,7664.04,7686.75,7703.27,7644.07,7678.37,7673.43,7659.15,7658.67,7652.07,7664.19,7711.59,7657.0,7666.68,7640.0,7657.0,7678.37,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.0,7644.07,BiTCN
+2024-07-23,7627.15,7658.63,7644.82,7588.28,7648.25,7672.14,7633.98,7642.58,7660.83,7681.31,7644.15,7657.65,7654.55,7659.5,7642.75,7629.61,7664.6,7699.0,7638.69,7648.38,7623.33,7638.69,7657.65,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.01,7627.15,NHITS
+2024-07-24,7615.71,7655.36,7628.3,7592.22,7632.98,7642.48,7617.96,7623.56,7644.38,7647.41,7638.71,7634.55,7637.8,7656.28,7626.52,7606.37,7663.53,7680.98,7623.42,7643.56,7623.33,7623.42,7634.55,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,7623.42,TiDE
+2024-07-25,7626.83,7642.02,7633.97,7613.05,7627.47,7633.41,7616.62,7627.67,7651.09,7641.83,7629.51,7638.69,7636.35,7667.25,7627.47,7601.07,7661.25,7681.91,7620.48,7654.3,7616.67,7620.48,7638.69,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,7616.62,PatchTST
+2024-07-26,7632.33,7621.39,7624.53,7645.17,7622.88,7627.13,7601.44,7616.04,7639.72,7631.04,7618.54,7630.36,7640.37,7653.94,7615.76,7592.51,7658.74,7678.82,7610.2,7671.36,7606.67,7610.2,7630.36,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,7610.2,TiDE
+2024-07-29,7639.82,7612.4,7614.2,7662.63,7615.06,7627.33,7595.58,7606.81,7629.6,7619.99,7608.54,7623.0,7640.1,7621.77,7607.57,7582.71,7655.3,7666.26,7606.59,7680.21,7593.33,7606.59,7623.0,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.01,7595.58,PatchTST
+2024-07-30,7622.59,7600.34,7599.37,7641.51,7603.54,7616.73,7589.47,7594.73,7613.76,7596.82,7595.43,7602.52,7632.35,7602.39,7598.68,7575.24,7651.04,7639.92,7595.3,7624.0,7593.33,7594.73,7602.52,RNN,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.01,7594.73,RNN
+2024-07-31,7600.51,7608.84,7604.48,7579.51,7596.77,7610.01,7590.87,7595.07,7620.02,7591.9,7582.4,7602.83,7610.28,7587.6,7602.2,7574.55,7647.16,7610.42,7593.2,7617.02,7583.33,7593.2,7604.48,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,7582.4,BiTCN
+2024-08-01,7584.49,7591.16,7590.41,7528.96,7586.1,7592.44,7577.19,7583.06,7603.93,7577.83,7568.32,7587.83,7585.23,7581.5,7587.47,7558.95,7644.52,7583.24,7579.94,7590.3,7620.0,7579.94,7590.41,TiDE,LSTM,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.0,7603.93,GRU
+2024-08-02,7616.69,7597.32,7646.77,7566.6,7608.67,7612.44,7609.73,7635.09,7667.15,7621.61,7575.38,7644.41,7594.11,7601.34,7624.83,7610.86,7644.52,7601.45,7606.0,7619.89,7623.33,7606.0,7646.77,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.0,7624.83,NLinear
+2024-08-05,7623.76,7589.96,7636.61,7586.84,7623.19,7622.18,7610.9,7632.09,7651.12,7634.57,7591.59,7646.92,7600.74,7606.68,7626.28,7616.17,7645.47,7618.92,7617.34,7621.26,7610.0,7617.34,7646.92,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7610.9,PatchTST
+2024-08-06,7603.18,7595.41,7619.84,7605.93,7619.76,7611.85,7608.62,7610.0,7635.33,7619.08,7602.16,7622.48,7608.05,7622.34,7609.32,7605.97,7645.61,7639.88,7622.11,7612.49,7596.67,7609.32,7622.48,NLinear,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,7595.41,Informer
+2024-08-07,7592.18,7592.88,7604.55,7626.97,7607.0,7596.99,7595.73,7603.8,7618.55,7598.38,7603.15,7605.98,7599.85,7619.7,7598.38,7599.85,7644.64,7643.84,7607.2,7614.27,7586.67,7598.38,7607.2,NLinear,TiDE,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,7592.18,NHITS
+2024-08-08,7586.15,7584.44,7594.6,7599.37,7593.31,7582.25,7584.57,7583.2,7608.71,7574.14,7597.16,7590.7,7575.04,7598.87,7586.78,7593.29,7641.55,7614.19,7591.35,7610.71,7583.33,7583.2,7594.6,RNN,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,7583.2,RNN
+2024-08-09,7576.48,7582.33,7593.27,7585.83,7584.16,7586.21,7583.9,7582.83,7607.38,7572.6,7593.07,7593.88,7574.76,7583.67,7577.9,7587.49,7638.0,7594.36,7581.23,7618.0,7583.33,7577.9,7593.88,NLinear,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,7583.67,DLinear
+2024-08-12,7575.63,7573.13,7594.56,7563.65,7581.98,7582.93,7582.0,7586.46,7608.74,7575.65,7589.75,7596.44,7572.66,7578.67,7573.81,7582.91,7634.55,7587.76,7580.69,7589.65,7586.67,7573.81,7596.44,NLinear,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,7586.46,RNN
+2024-08-13,7576.85,7573.63,7599.73,7549.21,7581.67,7588.33,7586.28,7590.12,7614.35,7589.07,7587.63,7605.08,7577.5,7586.07,7579.82,7587.45,7632.09,7588.25,7584.79,7591.04,7593.33,7579.82,7605.08,NLinear,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,7591.04,DeepNPTS
+2024-08-14,7588.26,7580.58,7608.2,7543.9,7583.36,7587.63,7592.55,7600.56,7623.21,7583.55,7584.06,7605.89,7590.91,7583.55,7593.7,7596.72,7629.95,7583.49,7588.25,7596.74,7590.0,7588.25,7608.2,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,7590.91,MLP
+2024-08-15,7593.08,7579.66,7601.46,7529.65,7582.26,7589.29,7589.51,7593.46,7615.52,7575.57,7576.29,7597.07,7586.9,7572.76,7588.46,7596.39,7627.37,7567.46,7583.96,7608.26,7583.33,7583.96,7601.46,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,7583.96,TiDE
+2024-08-16,7586.15,7570.0,7593.93,7514.98,7578.33,7583.97,7580.97,7585.71,7608.0,7570.62,7570.11,7592.93,7577.51,7570.17,7584.04,7591.05,7624.35,7556.5,7577.98,7601.39,7583.33,7577.98,7593.93,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,7583.97,TSMixerx
+2024-08-19,7594.75,7567.16,7595.88,7563.93,7579.27,7591.45,7583.53,7587.47,7610.1,7572.22,7566.63,7595.98,7578.81,7562.98,7580.2,7587.08,7621.38,7557.74,7578.12,7597.96,7570.0,7578.12,7595.98,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,7572.22,TCN
+2024-08-20,7579.69,7549.51,7577.41,7576.12,7570.13,7587.28,7570.4,7568.66,7589.49,7566.75,7561.17,7580.98,7573.95,7559.21,7563.7,7578.24,7617.92,7548.49,7565.12,7585.64,7570.0,7563.7,7580.98,NLinear,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,7570.13,TSMixer
+2024-08-21,7584.28,7549.39,7582.75,7575.37,7568.25,7584.27,7579.21,7573.01,7596.82,7568.56,7558.48,7580.19,7579.22,7555.77,7567.7,7568.89,7614.3,7552.89,7568.73,7573.09,7570.0,7567.7,7582.75,NLinear,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,7568.89,TFT
+2024-08-22,7583.7,7563.72,7581.84,7578.46,7570.42,7585.17,7579.53,7573.96,7594.55,7566.88,7555.73,7579.72,7581.85,7557.41,7570.86,7564.07,7610.43,7557.83,7571.75,7572.58,7590.0,7570.86,7581.84,NLinear,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7594.55,GRU
+2024-08-23,7591.69,7580.94,7610.27,7577.62,7583.99,7586.86,7595.8,7597.0,7626.16,7585.06,7560.51,7605.65,7586.47,7580.06,7588.23,7581.87,7607.35,7568.18,7586.91,7578.29,7583.33,7586.91,7610.27,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7583.99,TSMixer
+2024-08-26,7581.91,7582.1,7593.37,7570.0,7584.27,7593.48,7585.07,7587.27,7605.78,7577.06,7566.94,7596.79,7579.49,7588.08,7584.4,7576.37,7604.08,7567.01,7583.0,7593.89,7583.33,7583.0,7596.79,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7583.0,TiDE
+2024-08-27,7578.77,7577.6,7597.72,7573.39,7582.92,7599.51,7582.85,7587.59,7612.76,7580.64,7569.93,7599.5,7577.81,7596.23,7580.95,7580.58,7600.83,7588.53,7585.49,7591.12,7610.0,7580.95,7599.5,NLinear,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,7612.76,GRU
+2024-08-28,7603.34,7568.98,7633.48,7591.46,7600.26,7612.36,7604.12,7624.77,7650.61,7607.26,7590.22,7637.93,7594.21,7602.4,7610.4,7616.2,7598.77,7614.45,7603.8,7596.22,7610.0,7603.8,7637.93,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,7610.4,NLinear
+2024-08-29,7602.61,7574.91,7623.24,7595.74,7606.55,7612.5,7598.92,7611.27,7637.06,7603.43,7608.57,7629.72,7598.36,7592.65,7610.02,7615.47,7597.31,7606.99,7610.11,7601.69,7613.33,7610.02,7629.72,NLinear,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,7612.5,TSMixerx
+2024-08-30,7609.0,7602.09,7629.69,7595.23,7609.88,7619.16,7606.8,7620.17,7646.34,7613.65,7626.89,7634.24,7602.9,7605.2,7607.37,7615.43,7596.6,7613.78,7616.26,7596.19,7606.67,7607.37,7634.24,NLinear,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7606.8,PatchTST
+2024-09-02,7604.8,7611.23,7617.19,7590.73,7606.88,7617.54,7599.16,7613.64,7630.95,7601.78,7633.94,7625.12,7604.06,7602.78,7610.29,7605.22,7595.72,7615.25,7603.53,7588.05,7583.33,7603.53,7625.12,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,7588.05,DeepNPTS
+2024-09-03,7584.12,7599.74,7587.32,7583.98,7587.2,7593.44,7574.91,7577.95,7600.26,7575.75,7621.9,7590.64,7589.95,7583.71,7584.71,7571.91,7594.26,7601.55,7578.65,7585.84,7562.5,7577.95,7590.64,RNN,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,7571.91,TFT
+2024-09-04,7567.82,7576.5,7567.19,7571.67,7567.29,7574.64,7562.33,7562.51,7579.01,7547.71,7604.77,7562.58,7574.18,7572.53,7565.26,7556.47,7591.96,7588.91,7560.81,7582.39,7535.0,7560.81,7567.19,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.0,0.0,0.01,0.01,7547.71,TCN
+2024-09-05,7545.36,7552.7,7536.81,7572.77,7543.65,7554.34,7543.55,7530.69,7545.04,7525.55,7580.8,7526.22,7551.9,7551.99,7529.33,7540.59,7588.3,7577.33,7536.12,7562.67,7475.0,7526.22,7536.81,DilatedRNN,LSTM,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,7525.55,TCN
+2024-09-06,7489.13,7530.06,7468.77,7567.33,7490.51,7523.74,7484.99,7463.25,7472.63,7487.4,7541.51,7450.58,7511.96,7517.22,7469.27,7511.44,7581.11,7568.4,7483.83,7535.0,7442.5,7450.58,7483.83,DilatedRNN,TiDE,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.02,0.02,7450.58,DilatedRNN
+2024-09-09,7477.12,7518.37,7445.95,7539.01,7447.32,7499.81,7457.06,7440.96,7453.29,7463.9,7499.5,7414.84,7488.55,7477.18,7432.64,7497.93,7572.17,7548.29,7447.32,7475.0,7422.5,7414.84,7447.32,DilatedRNN,TiDE,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.02,0.02,7414.84,DilatedRNN
+2024-09-10,7456.85,7501.8,7427.16,7514.64,7422.65,7479.61,7434.15,7419.56,7435.08,7450.96,7466.84,7396.45,7459.6,7444.46,7420.32,7478.98,7562.58,7523.61,7425.64,7442.5,7412.5,7396.45,7427.16,DilatedRNN,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,7419.56,RNN
+2024-09-11,7431.63,7488.65,7421.85,7484.77,7405.92,7468.94,7418.03,7409.36,7431.29,7444.13,7435.7,7386.46,7435.07,7418.62,7414.43,7467.43,7553.1,7497.19,7418.09,7422.5,7387.5,7386.46,7421.85,DilatedRNN,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,7386.46,DilatedRNN
+2024-09-12,7398.92,7473.74,7392.92,7436.31,7384.28,7455.46,7387.81,7391.31,7405.78,7437.62,7402.3,7358.95,7406.29,7400.44,7386.07,7451.55,7542.7,7450.64,7395.83,7412.51,7380.0,7358.95,7395.83,DilatedRNN,TiDE,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.01,0.01,0.02,7384.28,TSMixer
+2024-09-13,7387.89,7452.98,7392.81,7394.62,7370.54,7445.65,7375.93,7386.79,7406.8,7437.69,7380.1,7357.82,7390.09,7401.12,7384.26,7432.34,7532.57,7427.63,7384.53,7387.57,7395.0,7357.82,7392.81,DilatedRNN,LSTM,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.0,0.0,0.02,7394.62,iTransformer
+2024-09-14,7398.8,7448.38,7415.44,7368.94,7381.92,7434.69,7389.77,7404.15,7424.27,7446.08,7377.0,7380.42,7384.06,7403.66,7403.4,7426.29,7523.94,7425.34,7393.14,7381.05,7375.0,7380.42,7415.44,DilatedRNN,LSTM,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.02,7377.0,BiTCN
+2024-09-18,7373.29,7433.29,7386.28,7329.25,7376.52,7412.15,7366.51,7377.15,7398.32,7444.71,7372.7,7360.6,7359.8,7382.27,7384.26,7407.78,7514.74,7414.36,7382.19,7396.33,7342.5,7360.6,7386.28,DilatedRNN,LSTM,0.01,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.02,7329.25,iTransformer
+2024-09-19,7345.12,7423.38,7354.42,7277.35,7354.17,7386.27,7350.0,7351.29,7372.91,7441.94,7368.46,7339.54,7347.83,7371.14,7345.66,7383.4,7504.32,7387.84,7357.27,7375.54,7325.0,7339.54,7357.27,DilatedRNN,TiDE,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.02,0.01,0.01,0.02,7339.54,DilatedRNN
+2024-09-20,7342.11,7401.09,7341.36,7221.53,7336.63,7372.35,7341.57,7339.75,7361.3,7437.13,7368.07,7329.55,7347.69,7356.94,7335.71,7368.56,7493.44,7352.7,7337.79,7355.56,7340.0,7329.55,7341.36,DilatedRNN,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.02,0.0,0.02,7339.75,RNN
+2024-09-23,7367.46,7401.63,7362.13,7193.23,7341.63,7375.19,7357.71,7350.42,7378.34,7442.19,7372.96,7345.42,7355.94,7358.66,7345.75,7383.85,7484.01,7328.74,7335.99,7350.67,7310.0,7335.99,7362.13,TiDE,LSTM,0.0,0.01,0.0,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.02,0.0,0.02,7328.74,MLPMultivariate
+2024-09-24,7347.11,7369.08,7327.08,7184.46,7324.37,7358.97,7324.65,7320.32,7345.2,7433.41,7367.03,7315.2,7335.14,7339.29,7318.8,7372.53,7473.5,7302.72,7309.44,7311.45,7280.0,7309.44,7327.08,TiDE,LSTM,0.01,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.0,0.03,7302.72,MLPMultivariate
+2024-09-25,7337.68,7343.42,7309.85,7403.08,7300.53,7338.34,7316.54,7302.59,7327.5,7421.26,7354.32,7295.57,7333.55,7317.72,7283.23,7342.64,7462.0,7437.99,7292.34,7281.34,7315.0,7283.23,7309.85,NLinear,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.02,0.02,7316.54,PatchTST
+2024-09-26,7386.44,7341.61,7345.36,7435.37,7318.42,7346.22,7348.73,7340.58,7362.8,7431.2,7356.0,7324.47,7353.46,7337.65,7320.65,7354.6,7452.84,7508.93,7315.25,7315.34,7310.0,7315.25,7345.36,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.02,0.02,0.03,0.02,7315.25,TiDE
+2024-09-27,7381.15,7328.46,7332.75,7406.75,7317.09,7346.12,7331.73,7320.92,7349.47,7429.06,7351.81,7309.78,7334.64,7314.31,7316.95,7352.38,7443.9,7528.81,7306.65,7311.16,7310.0,7306.65,7332.75,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.02,0.01,0.03,0.02,7309.78,DilatedRNN
+2024-09-29,7384.15,7327.32,7337.93,7345.99,7317.25,7344.34,7338.88,7327.86,7355.93,7435.85,7345.17,7314.27,7328.31,7307.46,7313.57,7350.19,7434.77,7530.15,7314.67,7313.31,7365.0,7313.57,7337.93,NLinear,LSTM,0.01,0.01,0.01,0.0,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.02,0.01,7355.93,GRU
+2024-09-30,7415.55,7352.2,7403.82,7401.76,7357.28,7360.55,7371.52,7392.1,7410.08,7468.94,7351.29,7374.02,7353.45,7336.29,7371.57,7373.65,7428.29,7573.34,7362.65,7365.42,7420.0,7362.65,7403.82,TiDE,LSTM,0.01,0.0,0.01,0.0,0.01,0.01,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.02,0.0,7415.55,NHITS
+2024-10-08,7413.39,7409.56,7462.21,7444.58,7405.36,7396.59,7407.2,7431.76,7460.04,7500.73,7378.97,7438.91,7375.62,7365.27,7425.37,7423.06,7424.11,7630.56,7411.88,7419.61,7602.5,7411.88,7462.21,TiDE,LSTM,0.02,0.02,0.03,0.02,0.02,0.03,0.03,0.02,0.02,0.03,0.02,0.02,0.03,0.03,0.03,0.03,0.01,0.02,0.0,0.02,7630.56,MLPMultivariate
+2024-10-09,7579.91,7556.33,7696.39,7566.58,7555.9,7556.58,7630.08,7670.55,7702.68,7638.44,7573.12,7705.03,7584.66,7484.14,7607.14,7611.41,7424.18,7800.65,7574.46,7602.4,7602.5,7574.46,7705.03,TiDE,DilatedRNN,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.02,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.03,0.02,7602.4,DeepNPTS
+2024-10-10,7575.56,7596.86,7627.47,7619.68,7624.68,7621.92,7625.84,7623.26,7632.98,7668.69,7663.99,7679.77,7637.41,7542.54,7608.91,7600.68,7424.37,7820.1,7604.86,7602.44,7585.0,7604.86,7679.77,TiDE,DilatedRNN,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.03,0.02,7575.56,NHITS
+2024-10-11,7628.35,7601.27,7618.62,7603.43,7626.54,7664.98,7622.66,7592.53,7625.98,7680.63,7699.01,7640.88,7648.54,7571.69,7587.7,7604.0,7424.4,7784.88,7600.0,7584.98,7575.0,7587.7,7640.88,NLinear,DilatedRNN,0.0,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.01,0.02,0.01,0.0,0.03,0.02,7571.69,DLinear
+2024-10-12,7633.67,7618.32,7594.08,7582.04,7603.76,7674.04,7605.06,7599.97,7602.33,7617.73,7715.68,7613.97,7646.51,7571.18,7574.51,7612.55,7424.28,7735.88,7567.15,7574.99,7576.67,7567.15,7613.97,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.02,0.01,0.0,0.02,0.02,7574.99,DeepNPTS
+2024-10-14,7653.81,7630.65,7595.95,7555.79,7563.84,7673.07,7578.99,7559.27,7606.22,7590.25,7707.99,7611.86,7658.07,7556.69,7561.98,7637.48,7424.14,7701.3,7546.09,7576.52,7565.0,7546.09,7611.86,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.02,0.0,0.0,0.02,0.02,7563.84,TSMixer
+2024-10-15,7596.77,7620.22,7575.49,7504.66,7541.02,7645.56,7550.41,7563.09,7584.59,7583.52,7686.62,7594.43,7631.93,7525.27,7535.71,7624.88,7423.75,7647.81,7536.93,7564.88,7527.5,7535.71,7594.43,NLinear,DilatedRNN,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.01,0.02,0.02,0.01,0.0,0.02,0.01,7525.27,DLinear
+2024-10-16,7537.38,7620.99,7528.69,7451.79,7512.35,7561.82,7499.04,7525.2,7534.81,7547.84,7628.83,7523.73,7571.32,7509.33,7482.41,7535.02,7422.73,7588.29,7511.74,7511.9,7477.5,7482.41,7528.69,NLinear,LSTM,0.0,0.01,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.0,0.0,0.01,0.01,0.02,0.01,0.02,0.01,0.0,0.01,0.01,7482.41,NLinear
+2024-10-17,7490.33,7601.67,7475.72,7413.38,7458.59,7485.5,7430.83,7471.65,7480.05,7518.8,7557.3,7453.42,7502.93,7485.75,7450.03,7454.11,7420.69,7541.86,7464.34,7475.21,7467.5,7450.03,7475.72,NLinear,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.02,0.0,0.01,0.01,0.01,0.01,0.01,7464.34,TiDE
+2024-10-18,7478.69,7618.04,7477.15,7401.91,7435.49,7470.61,7414.93,7471.33,7483.34,7473.51,7506.43,7414.35,7464.17,7435.23,7464.47,7434.98,7418.43,7530.27,7448.03,7474.44,7370.0,7414.35,7477.15,DilatedRNN,LSTM,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.01,0.03,0.01,0.02,0.01,0.0,0.02,0.01,7401.91,iTransformer
+2024-10-21,7351.33,7464.07,7351.7,7378.64,7367.16,7417.71,7318.49,7356.18,7369.51,7432.82,7407.67,7312.07,7372.31,7358.34,7360.04,7332.51,7413.26,7488.47,7360.11,7466.75,7362.5,7312.07,7360.11,DilatedRNN,TiDE,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.0,0.02,0.01,7360.11,TiDE
+2024-10-22,7344.0,7420.61,7372.97,7356.97,7340.58,7344.55,7320.62,7369.73,7394.98,7425.47,7345.69,7321.17,7352.98,7331.07,7343.6,7349.05,7407.93,7482.92,7340.69,7370.03,7346.67,7321.17,7372.97,DilatedRNN,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.0,0.02,0.01,7345.69,BiTCN
+2024-10-23,7318.68,7349.63,7351.23,7343.76,7327.8,7308.26,7313.73,7354.39,7369.49,7419.87,7297.33,7311.08,7333.77,7306.12,7315.16,7342.97,7402.13,7461.36,7329.76,7362.57,7357.5,7311.08,7354.39,DilatedRNN,RNN,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.01,0.01,7354.39,RNN
+2024-10-24,7332.02,7332.76,7374.31,7333.8,7329.64,7342.82,7343.69,7356.94,7392.53,7430.7,7278.94,7326.74,7325.37,7332.06,7342.69,7350.51,7396.69,7458.39,7342.08,7346.69,7352.5,7326.74,7374.31,DilatedRNN,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.01,0.01,7350.51,TFT
+2024-10-25,7341.74,7293.06,7366.42,7319.07,7339.96,7359.99,7370.54,7370.27,7382.04,7432.93,7259.45,7324.02,7321.69,7319.84,7359.37,7336.29,7391.29,7460.46,7358.44,7357.54,7372.5,7324.02,7370.27,DilatedRNN,RNN,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.02,0.01,0.01,0.01,0.0,7370.54,PatchTST
+2024-10-28,7344.72,7319.59,7397.69,7322.86,7366.56,7356.09,7400.03,7384.1,7409.74,7443.96,7265.26,7362.26,7344.67,7345.9,7381.35,7355.78,7386.77,7474.65,7386.76,7352.37,7373.33,7362.26,7397.69,DilatedRNN,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.01,0.0,7366.56,TSMixer
+2024-10-29,7359.09,7309.05,7393.36,7346.79,7376.6,7374.11,7393.55,7384.43,7402.9,7452.68,7299.63,7378.7,7352.16,7395.18,7389.32,7366.07,7382.29,7455.52,7373.86,7373.17,7380.0,7373.86,7393.36,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.0,0.01,0.0,7378.7,DilatedRNN
+2024-10-30,7358.99,7341.46,7405.33,7416.18,7381.48,7426.02,7377.57,7389.75,7414.11,7470.71,7350.95,7408.24,7357.65,7411.46,7388.27,7396.68,7378.24,7473.96,7359.31,7391.33,7330.0,7359.31,7408.24,TiDE,DilatedRNN,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.0,0.0,0.01,0.0,0.02,0.01,0.02,0.01,7341.46,Informer
+2024-10-31,7312.56,7305.57,7340.64,7456.83,7354.07,7421.74,7296.75,7337.7,7358.05,7471.7,7350.27,7369.02,7348.39,7402.12,7340.37,7326.14,7372.69,7468.82,7330.87,7388.27,7340.0,7330.87,7369.02,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.01,0.0,0.02,0.02,0.02,0.0,7340.37,NLinear
+2024-11-01,7343.08,7325.18,7365.97,7418.3,7350.28,7392.95,7324.07,7355.09,7382.28,7474.65,7365.08,7377.86,7372.56,7387.91,7340.9,7339.71,7367.81,7459.85,7335.55,7377.83,7363.33,7335.55,7377.86,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.02,0.01,0.01,0.0,7365.08,BiTCN
+2024-11-04,7386.98,7346.15,7387.89,7369.52,7364.33,7391.78,7341.57,7376.17,7396.97,7479.09,7375.33,7398.98,7399.13,7360.83,7360.96,7393.32,7364.03,7461.72,7357.11,7379.33,7360.0,7357.11,7398.98,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.02,0.0,0.01,0.0,7360.83,DLinear
+2024-11-05,7391.64,7351.35,7380.57,7346.31,7361.38,7392.48,7346.13,7362.84,7391.88,7478.33,7376.7,7386.92,7404.12,7376.09,7372.73,7392.84,7360.4,7451.46,7349.65,7347.05,7357.5,7349.65,7386.92,TiDE,DilatedRNN,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.02,0.0,0.01,0.0,7360.4,StemGNN
+2024-11-06,7377.09,7346.7,7380.05,7335.56,7358.76,7378.26,7347.79,7375.06,7391.63,7476.48,7358.81,7383.4,7388.88,7361.92,7379.12,7385.59,7356.97,7412.7,7342.42,7377.96,7383.33,7342.42,7383.4,TiDE,DilatedRNN,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.0,0.0,7383.4,DilatedRNN
+2024-11-07,7388.92,7358.83,7413.9,7342.16,7375.17,7391.05,7372.72,7398.94,7420.15,7477.76,7361.6,7396.03,7409.27,7366.39,7401.27,7405.46,7355.01,7421.77,7363.14,7384.18,7366.67,7363.14,7413.9,TiDE,LSTM,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.0,0.0,0.02,0.0,0.01,0.0,7366.39,DLinear
+2024-11-08,7353.58,7344.83,7383.68,7340.64,7369.75,7386.01,7355.9,7370.14,7393.42,7466.26,7359.23,7360.38,7396.27,7382.97,7375.96,7376.72,7353.13,7417.78,7356.34,7372.99,7383.33,7356.34,7383.68,TiDE,LSTM,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.0,0.0,0.01,0.01,0.0,0.0,7383.68,LSTM
+2024-11-11,7379.68,7363.24,7413.31,7352.35,7379.62,7397.03,7377.89,7396.57,7420.56,7476.66,7373.14,7364.99,7411.73,7361.13,7384.96,7384.97,7352.16,7430.21,7378.04,7383.47,7340.0,7364.99,7413.31,DilatedRNN,LSTM,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.01,0.0,0.01,0.01,0.01,0.0,0.01,0.0,0.02,0.0,0.01,0.0,7352.16,StemGNN
+2024-11-12,7341.77,7294.74,7349.73,7357.31,7360.36,7414.32,7341.37,7347.22,7365.44,7470.71,7359.69,7316.59,7389.09,7367.12,7335.55,7337.95,7350.08,7408.84,7358.53,7392.38,7306.67,7316.59,7358.53,DilatedRNN,TiDE,0.0,0.01,0.01,0.01,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.0,0.01,0.0,0.01,0.01,0.02,0.01,0.01,0.01,7316.59,DilatedRNN
+2024-11-13,7381.98,7287.19,7351.89,7350.5,7376.17,7422.79,7383.6,7340.75,7387.01,7469.26,7353.83,7317.99,7432.26,7361.68,7364.91,7332.75,7348.14,7431.79,7365.84,7405.65,7323.33,7317.99,7365.84,DilatedRNN,TiDE,0.01,0.0,0.01,0.0,0.0,0.01,0.01,0.01,0.01,0.01,0.01,0.0,0.01,0.0,0.01,0.0,0.02,0.0,0.01,0.0,7317.99,DilatedRNN
+2024-11-14,7382.61,7254.22,7354.04,7348.43,7380.54,7393.63,7401.79,7312.58,7382.11,7465.35,7365.01,7333.27,7446.75,7349.96,7346.71,7327.26,7336.3,7436.18,7378.39,7422.76,7353.33,7312.58,7378.39,RNN,TiDE,0.0,0.01,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.01,0.0,0.01,0.01,0.01,0.0,0.02,0.0,0.01,0.0,7354.04,LSTM
+2024-11-15,7381.57,7295.52,7368.15,7328.46,7378.27,7388.9,7390.94,7306.41,7388.54,7474.63,7368.29,7331.23,7442.02,7386.59,7333.92,7323.29,7347.5,7405.92,7384.14,7402.9,7393.33,7306.41,7384.14,RNN,TiDE,0.01,0.01,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.0,0.01,0.01,0.0,0.01,7390.94,PatchTST
+2024-11-18,7351.67,7319.07,7406.21,7316.12,7375.26,7372.63,7385.84,7357.07,7391.6,7479.03,7371.18,7359.46,7430.76,7360.74,7375.31,7320.7,7358.16,7380.2,7378.35,7394.49,7363.33,7357.07,7406.21,RNN,LSTM,0.0,0.0,0.0,0.01,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.01,0.01,0.01,0.0,0.0,0.02,0.01,0.0,0.0,7360.74,DLinear
+2024-11-19,7359.2,7325.43,7374.63,7342.03,7352.78,7343.61,7342.73,7372.25,7381.78,7449.07,7317.24,7350.61,7326.66,7375.86,7335.6,7364.06,7345.6,7354.37,7365.84,7367.14,,7365.84,7374.63,TiDE,LSTM,,,,,,,,,,,,,,,,,,,,,,
+2024-11-20,7339.67,7303.26,7375.4,7320.67,7341.12,7339.04,7337.23,7369.62,7401.5,7449.81,7307.54,7353.7,7321.71,7326.19,7327.7,7355.31,7343.62,7344.18,7327.17,7372.86,,7327.17,7375.4,TiDE,LSTM,,,,,,,,,,,,,,,,,,,,,,
+2024-11-21,7313.64,7310.42,7380.75,7315.62,7321.95,7387.1,7330.4,7346.73,7399.87,7443.93,7302.45,7366.74,7310.2,7341.94,7341.78,7348.73,7331.54,7333.94,7305.5,7363.12,,7305.5,7380.75,TiDE,LSTM,,,,,,,,,,,,,,,,,,,,,,
+2024-11-22,7296.48,7321.02,7392.48,7309.1,7300.34,7376.25,7299.74,7331.89,7405.18,7451.16,7291.02,7360.91,7294.78,7323.82,7406.11,7343.82,7342.97,7315.08,7304.24,7363.37,,7304.24,7392.48,TiDE,LSTM,,,,,,,,,,,,,,,,,,,,,,
+2024-11-25,7286.7,7319.39,7421.41,7314.21,7278.51,7335.19,7267.8,7370.68,7405.27,7454.45,7288.73,7384.35,7295.84,7330.96,7369.37,7341.7,7353.84,7304.88,7295.69,7353.22,,7295.69,7421.41,TiDE,LSTM,,,,,,,,,,,,,,,,,,,,,,

juxitingdataset/testandpredict_groupby.csv

@@ -1,201 +1,201 @@
 ds,NHITS,Informer,LSTM,iTransformer,TSMixer,TSMixerx,PatchTST,RNN,GRU,TCN,BiTCN,DilatedRNN,MLP,DLinear,NLinear,TFT,StemGNN,MLPMultivariate,TiDE,DeepNPTS,y,min_within_quantile,max_within_quantile,min_model,max_model
-2024-01-29,7327.54,7371.2856,7327.9795,7384.885,7303.0186,7287.3315,7292.8896,7315.115,7343.5977,7448.8076,7326.1924,7305.5063,7323.524,7296.2896,7310.326,7284.556,7305.0786,7307.854,7296.64,7296.585,7305.0,7287.33,7384.88,TSMixerx,iTransformer
-2024-01-30,7323.8696,7345.8745,7337.313,7389.4263,7298.2393,7304.3403,7293.087,7323.4897,7353.2188,7449.262,7332.463,7312.258,7328.594,7281.346,7304.499,7300.717,7302.7026,7318.9453,7296.9995,7304.781,7315.0,7293.09,7389.43,PatchTST,iTransformer
-2024-01-31,7324.146,7346.4673,7344.214,7380.4604,7308.308,7304.0986,7294.4946,7331.6987,7359.118,7457.24,7342.7256,7323.041,7320.5635,7292.954,7297.5747,7318.6,7301.1377,7334.6743,7303.2417,7314.4746,7302.5,7294.49,7380.46,PatchTST,iTransformer
-2024-02-01,7310.3633,7350.735,7330.007,7368.2,7301.071,7305.6147,7286.2505,7318.4907,7346.6665,7454.664,7335.987,7307.8584,7320.183,7289.8535,7286.7407,7300.7036,7299.9995,7329.819,7302.619,7301.4395,7275.0,7301.07,7368.2,TSMixer,iTransformer
-2024-02-02,7293.69,7327.781,7309.3315,7373.0205,7273.724,7281.9614,7266.092,7301.234,7324.7744,7439.2812,7308.1733,7276.548,7291.012,7277.5293,7261.4004,7276.106,7297.477,7296.4697,7281.352,7281.487,7242.5,7273.72,7373.02,TSMixer,iTransformer
-2024-02-04,7254.433,7283.6553,7289.6973,7339.78,7239.73,7246.9434,7231.938,7275.8677,7300.413,7419.0776,7273.8286,7247.9873,7247.8843,7248.6,7243.9033,7245.4927,7293.5337,7245.099,7250.104,7275.036,7240.0,7239.73,7339.78,TSMixer,iTransformer
-2024-02-05,7250.295,7259.144,7291.301,7286.8813,7225.6523,7210.312,7228.403,7274.821,7302.662,7410.3135,7243.091,7250.315,7235.755,7227.8154,7230.8687,7230.152,7289.2905,7232.534,7231.225,7243.133,7227.5,7225.65,7302.66,TSMixer,GRU
-2024-02-06,7238.1196,7245.9375,7284.3765,7245.9297,7214.966,7191.3247,7208.555,7264.1216,7290.8286,7402.405,7214.5146,7247.1934,7215.7324,7210.972,7213.2725,7208.0527,7284.472,7215.4717,7216.571,7240.1157,7246.6665,7208.05,7290.83,TFT,GRU
-2024-02-07,7250.0728,7249.5786,7298.5312,7246.314,7225.5596,7233.2617,7233.5103,7282.6904,7310.7695,7411.9214,7197.425,7269.3145,7226.5107,7226.7334,7229.025,7225.509,7280.56,7230.7563,7231.607,7227.758,7255.0,7225.51,7310.77,TFT,GRU
-2024-02-08,7255.888,7238.047,7302.062,7239.053,7240.0234,7246.6807,7249.718,7290.1685,7314.031,7416.259,7187.06,7274.244,7236.2188,7231.464,7251.076,7240.224,7277.064,7237.261,7253.372,7246.6787,7270.0,7231.46,7314.03,DLinear,GRU
-2024-02-18,7255.7476,7235.38,7313.8047,7233.6855,7255.6904,7255.5767,7265.8315,7300.2495,7328.572,7421.755,7188.816,7284.8784,7247.1353,7230.468,7268.077,7274.995,7274.5186,7246.0713,7273.1055,7254.989,7336.6665,7230.47,7421.75,DLinear,TCN
-2024-02-19,7328.241,7286.074,7381.018,7275.307,7308.4116,7310.3076,7327.4346,7366.1816,7388.414,7447.075,7280.0312,7355.517,7284.432,7281.5015,7344.23,7354.4004,7273.632,7291.6636,7323.833,7270.3794,7350.0,7273.63,7388.41,StemGNN,GRU
-2024-02-20,7340.944,7314.0327,7381.5713,7320.348,7338.1836,7366.514,7341.785,7363.2793,7388.778,7459.8125,7353.135,7385.1006,7303.8467,7305.5444,7355.2246,7374.68,7273.196,7317.2275,7334.7188,7315.848,7335.0,7303.85,7388.78,MLP,GRU
-2024-02-21,7328.0884,7291.2524,7364.2417,7319.2456,7332.968,7412.6357,7331.434,7349.3823,7375.823,7465.6343,7385.7275,7387.225,7307.3833,7333.665,7337.7866,7342.363,7272.3896,7318.1006,7325.3853,7314.4683,7297.5,7291.25,7412.64,Informer,TSMixerx
-2024-02-22,7287.8735,7267.143,7325.016,7277.247,7305.414,7391.882,7303.8286,7321.0156,7340.7817,7453.1045,7382.0225,7339.7095,7294.562,7318.521,7298.753,7277.442,7270.509,7301.041,7291.3823,7276.9814,7285.0,7270.51,7391.88,StemGNN,TSMixerx
-2024-02-23,7274.399,7269.568,7318.807,7248.7266,7289.0947,7370.73,7297.7876,7303.6953,7335.4224,7444.233,7366.254,7323.166,7289.08,7303.606,7282.352,7266.3247,7268.189,7293.0938,7280.006,7282.8047,7306.6665,7266.32,7370.73,TFT,TSMixerx
-2024-02-26,7317.076,7264.941,7337.7056,7258.444,7297.6904,7360.0747,7324.8403,7325.023,7354.1455,7444.2607,7362.535,7327.898,7317.0273,7295.977,7301.972,7291.581,7266.6943,7302.3555,7294.468,7344.75,7292.5,7264.94,7362.54,Informer,BiTCN
-2024-02-27,7324.8584,7265.309,7320.64,7250.013,7294.186,7304.1113,7298.2075,7308.625,7337.1943,7439.2734,7344.686,7310.365,7318.0415,7292.697,7282.6455,7268.987,7265.1797,7294.638,7286.2944,7335.9023,7306.6665,7265.18,7344.69,StemGNN,BiTCN
-2024-02-28,7350.4395,7289.5283,7338.2246,7309.689,7298.809,7324.0015,7322.149,7329.7837,7355.814,7445.0146,7333.113,7324.6567,7333.303,7311.2393,7305.7275,7297.4614,7264.3247,7302.66,7303.671,7363.8447,7353.3335,7289.53,7363.84,Informer,DeepNPTS
-2024-02-29,7364.922,7312.732,7388.8384,7333.9785,7331.49,7367.615,7367.573,7377.5312,7397.033,7453.3794,7342.484,7349.7095,7365.7754,7333.8677,7360.886,7322.637,7264.3276,7322.595,7342.4907,7352.6177,7325.0,7312.73,7397.03,Informer,GRU
-2024-03-01,7321.578,7316.2393,7343.9375,7309.51,7320.658,7330.7563,7334.3384,7332.159,7359.9653,7443.0215,7323.63,7307.3027,7329.6206,7315.678,7335.521,7305.787,7264.1797,7304.3496,7325.9053,7320.0366,7343.3335,7304.35,7359.97,MLPMultivariate,GRU
-2024-03-04,7340.802,7317.3306,7376.918,7311.154,7328.219,7340.468,7340.3086,7365.1484,7388.8574,7450.7354,7315.865,7323.957,7323.977,7333.2466,7339.4756,7315.3276,7264.3325,7301.3037,7341.7275,7340.6304,7330.0,7301.3,7388.86,MLPMultivariate,GRU
-2024-03-05,7315.2905,7324.3237,7350.444,7305.61,7325.7393,7339.7915,7318.9697,7344.8457,7365.5527,7451.8755,7304.357,7319.4277,7316.457,7325.9277,7321.5146,7307.3413,7264.214,7297.3003,7327.1245,7328.323,7310.0,7297.3,7365.55,MLPMultivariate,GRU
-2024-03-06,7308.373,7325.696,7334.6255,7294.158,7305.627,7325.1763,7312.541,7318.275,7352.913,7447.445,7298.8755,7308.506,7313.021,7309.36,7297.2993,7288.715,7263.7637,7286.975,7300.477,7306.5024,7297.5,7286.98,7352.91,MLPMultivariate,GRU
-2024-03-07,7299.862,7322.526,7324.675,7282.332,7294.8735,7306.711,7313.406,7321.1187,7342.7246,7440.573,7289.942,7302.0376,7319.489,7285.3726,7297.0596,7280.8086,7263.1475,7286.3086,7293.879,7289.419,7290.0,7280.81,7342.72,TFT,GRU
-2024-03-08,7284.222,7300.3496,7319.861,7274.833,7286.743,7293.7285,7302.802,7307.933,7337.868,7436.35,7274.2007,7299.68,7286.9375,7284.206,7288.37,7276.833,7262.7554,7277.1772,7291.021,7296.594,7295.0,7274.2,7337.87,BiTCN,GRU
-2024-03-11,7271.2715,7287.878,7325.3354,7269.5693,7283.7026,7281.6074,7304.636,7315.3335,7343.5044,7434.8457,7270.7354,7301.897,7264.7705,7297.509,7293.4673,7279.9775,7262.8096,7273.0933,7289.3433,7281.022,7285.0,7264.77,7343.5,MLP,GRU
-2024-03-12,7252.8354,7289.8853,7316.3813,7238.3223,7271.274,7285.967,7283.5815,7308.112,7333.671,7423.9077,7273.6724,7295.1426,7244.6016,7296.6904,7275.3125,7274.42,7264.088,7267.1753,7270.405,7242.843,7283.3335,7242.84,7333.67,DeepNPTS,GRU
-2024-03-13,7248.938,7289.635,7317.692,7233.044,7267.635,7290.3125,7281.2026,7307.193,7335.384,7425.8755,7268.577,7309.177,7235.079,7304.1416,7278.2095,7275.3296,7265.651,7265.2554,7272.325,7235.6216,7285.0,7235.08,7335.38,MLP,GRU
-2024-03-14,7265.6675,7272.352,7319.054,7246.859,7274.3047,7281.329,7285.092,7310.2607,7336.2573,7424.372,7279.022,7310.2495,7246.5537,7274.915,7288.535,7285.686,7269.2046,7272.7983,7280.9336,7245.8447,7277.5,7246.55,7336.26,MLP,GRU
-2024-03-15,7268.02,7272.377,7313.2935,7252.223,7272.3735,7267.2764,7274.578,7300.802,7329.858,7422.9077,7276.3623,7300.483,7249.938,7253.633,7269.2046,7284.1553,7271.747,7274.0024,7279.1475,7275.567,7353.3335,7252.22,7422.91,iTransformer,TCN
-2024-03-18,7347.523,7331.5874,7398.1025,7300.4,7319.1963,7299.2505,7365.2866,7379.18,7404.796,7454.794,7304.7573,7381.734,7306.5664,7305.6533,7353.5864,7387.272,7274.584,7304.16,7330.823,7352.64,7387.5,7299.25,7404.8,TSMixerx,GRU
-2024-03-19,7383.2007,7377.062,7422.1787,7337.716,7360.5415,7351.514,7392.0273,7400.809,7423.6587,7474.671,7313.8677,7416.085,7356.2627,7326.808,7393.4097,7420.567,7276.2305,7330.5435,7363.473,7386.885,7435.0,7313.87,7474.67,BiTCN,TCN
-2024-03-20,7431.3228,7405.089,7481.697,7376.288,7402.0117,7385.961,7459.232,7451.4297,7481.062,7500.148,7329.3774,7477.5176,7408.798,7385.252,7441.3843,7446.609,7277.801,7375.8203,7414.868,7433.0977,7460.0,7329.38,7481.7,BiTCN,LSTM
-2024-03-21,7458.2275,7401.492,7497.2183,7416.5845,7435.339,7399.187,7477.399,7484.968,7496.0884,7515.9604,7349.7227,7505.508,7430.2617,7433.867,7467.8345,7466.1753,7280.6196,7415.174,7449.4546,7440.946,7422.5,7349.72,7505.51,BiTCN,DilatedRNN
-2024-03-22,7407.0825,7385.577,7442.542,7427.619,7418.8604,7399.5073,7396.7397,7421.226,7442.492,7503.784,7352.836,7447.2036,7399.149,7426.6504,7428.188,7410.6143,7284.129,7404.034,7430.581,7399.9756,7402.5,7352.84,7447.2,BiTCN,DilatedRNN
-2024-03-25,7390.9316,7341.7417,7425.1035,7351.0176,7389.619,7396.7227,7393.906,7412.0156,7429.2393,7493.727,7344.5913,7410.24,7372.034,7425.9546,7402.7266,7362.529,7285.9043,7383.556,7400.5117,7386.4575,7372.5,7341.74,7429.24,Informer,GRU
-2024-03-26,7347.334,7326.359,7383.7305,7310.7183,7358.046,7389.9893,7351.148,7374.3765,7394.8364,7478.162,7345.3984,7372.223,7346.8843,7391.773,7355.676,7335.9077,7286.96,7355.5215,7355.3013,7348.9756,7365.0,7310.72,7394.84,iTransformer,GRU
-2024-03-27,7332.6685,7312.6313,7381.709,7327.691,7341.7427,7356.66,7347.588,7365.008,7395.2363,7472.1733,7348.8047,7371.0938,7330.055,7369.823,7345.8745,7337.2305,7287.96,7336.0894,7351.8623,7342.38,7345.0,7312.63,7395.24,Informer,GRU
-2024-03-28,7318.9517,7314.2285,7356.6807,7325.767,7325.5513,7327.4263,7330.2373,7354.8135,7374.066,7455.497,7348.2134,7331.0493,7302.6733,7352.365,7328.5137,7320.3345,7288.741,7314.206,7333.578,7330.548,7345.0,7302.67,7374.07,MLP,GRU
-2024-03-29,7333.2954,7331.351,7363.246,7327.6743,7319.564,7301.5522,7328.1797,7355.113,7380.952,7447.5664,7334.7427,7327.2666,7288.5444,7335.8066,7336.808,7319.2993,7289.9165,7297.9263,7332.412,7343.5093,7345.0,7289.92,7380.95,StemGNN,GRU
-2024-04-01,7348.0537,7330.572,7362.7725,7332.9604,7322.198,7298.061,7329.0166,7358.6577,7379.306,7439.0703,7324.079,7319.565,7297.908,7335.1064,7344.3975,7319.012,7290.8574,7297.928,7334.5747,7336.6123,7360.0,7297.91,7379.31,MLP,GRU
-2024-04-02,7354.8457,7323.401,7383.785,7332.653,7333.635,7305.6133,7343.2495,7371.6064,7396.9644,7439.2964,7319.5005,7330.7207,7310.536,7330.504,7355.109,7328.9604,7291.783,7303.8853,7341.664,7354.6255,7380.0,7303.89,7396.96,MLPMultivariate,GRU
-2024-04-03,7365.363,7363.4385,7406.764,7337.816,7351.973,7328.9243,7372.8433,7392.5435,7415.1196,7455.345,7328.296,7365.4688,7333.1133,7329.4907,7376.2812,7337.592,7293.337,7332.993,7356.929,7368.235,7397.5,7328.3,7415.12,BiTCN,GRU
-2024-04-07,7393.174,7399.1465,7426.612,7353.0283,7376.4893,7376.752,7414.109,7407.8154,7431.869,7469.0186,7340.048,7401.162,7367.347,7352.1235,7391.1353,7345.164,7296.0327,7358.918,7389.734,7383.014,7437.5,7340.05,7469.02,BiTCN,TCN
-2024-04-08,7446.6924,7449.7544,7475.2563,7373.374,7410.5596,7404.134,7471.235,7453.1606,7476.517,7494.462,7348.689,7462.397,7410.8096,7377.585,7435.089,7383.2344,7300.344,7398.0693,7432.398,7434.5586,7490.0,7348.69,7494.46,BiTCN,TCN
-2024-04-09,7504.905,7467.537,7530.613,7433.774,7452.0054,7425.3403,7513.393,7508.9287,7533.4644,7525.638,7357.8564,7528.4937,7454.9614,7437.0137,7491.247,7428.2314,7304.7363,7457.517,7473.5537,7489.2837,7507.5,7357.86,7530.61,BiTCN,LSTM
-2024-04-10,7507.6694,7467.993,7538.1147,7542.224,7472.328,7420.036,7503.443,7518.157,7542.6377,7545.1484,7374.8135,7566.422,7470.541,7473.4287,7509.802,7433.4985,7310.0293,7488.787,7488.6753,7506.1987,7497.5,7374.81,7545.15,BiTCN,TCN
-2024-04-11,7471.361,7447.9717,7520.0947,7595.639,7468.2266,7408.3325,7456.563,7507.32,7523.82,7548.4556,7392.3813,7548.813,7429.4277,7498.0825,7501.922,7419.362,7314.949,7464.2153,7485.503,7461.3413,7497.5,7392.38,7548.81,BiTCN,DilatedRNN
-2024-04-12,7441.4653,7422.594,7520.649,7489.6167,7460.528,7422.053,7457.3374,7508.158,7525.2314,7549.5034,7408.3726,7551.6904,7408.99,7522.645,7488.91,7405.511,7319.853,7442.42,7475.9414,7381.109,7506.6665,7381.11,7549.5,DeepNPTS,TCN
-2024-04-15,7437.4883,7392.7056,7528.9893,7359.854,7460.766,7406.296,7457.8774,7511.0024,7534.3423,7550.2856,7422.125,7559.664,7408.6436,7505.059,7499.318,7414.586,7324.3867,7350.284,7478.66,7390.3853,7482.5,7350.28,7550.29,MLPMultivariate,TCN
-2024-04-16,7414.4014,7356.5474,7493.419,7320.82,7445.327,7389.5503,7430.3423,7479.1465,7495.7896,7530.0034,7414.796,7504.091,7384.232,7474.4126,7463.9585,7395.259,7326.742,7316.681,7464.249,7352.0337,7495.0,7320.82,7504.09,iTransformer,DilatedRNN
-2024-04-17,7418.1523,7345.336,7517.467,7244.3267,7448.5728,7372.91,7443.809,7505.0737,7524.591,7532.585,7416.4146,7509.972,7377.5215,7468.4683,7480.951,7402.167,7328.876,7308.7583,7469.451,7336.165,7497.5,7308.76,7524.59,MLPMultivariate,GRU
-2024-04-18,7436.2354,7365.206,7513.568,7192.3843,7453.5957,7372.54,7432.963,7503.9854,7517.9287,7524.563,7417.2803,7494.443,7394.3423,7452.6953,7495.288,7403.768,7331.6216,7302.1626,7473.5625,7444.699,7497.5,7302.16,7517.93,MLPMultivariate,GRU
-2024-04-19,7447.0806,7350.321,7514.8804,7205.8774,7455.567,7376.2446,7410.527,7499.0874,7521.575,7514.4854,7414.3438,7484.985,7403.5664,7462.2075,7490.3115,7405.585,7335.865,7309.3057,7468.847,7448.9966,7527.5,7309.31,7514.49,MLPMultivariate,TCN
-2024-04-22,7475.883,7423.158,7553.94,7254.1865,7479.875,7386.6743,7447.7183,7543.102,7564.775,7529.091,7418.2056,7513.3813,7448.4033,7465.62,7534.029,7424.2153,7340.894,7353.6143,7495.132,7507.159,7527.5,7340.89,7553.94,StemGNN,LSTM
-2024-04-23,7483.1704,7425.912,7543.3994,7290.925,7493.6997,7412.115,7452.9463,7529.652,7551.1343,7530.611,7420.402,7510.6343,7476.7812,7493.6245,7519.158,7425.5796,7345.308,7389.0503,7508.076,7474.1436,7510.0,7345.31,7543.4,StemGNN,LSTM
-2024-04-24,7489.824,7449.7627,7522.4307,7284.6025,7487.656,7426.2656,7472.049,7511.7827,7529.634,7526.3643,7421.7383,7485.4575,7485.087,7501.4614,7492.875,7420.0005,7350.445,7407.3813,7501.6187,7474.4214,7487.5,7350.44,7526.36,StemGNN,TCN
-2024-04-25,7478.175,7459.268,7497.68,7280.8003,7470.319,7445.5015,7489.487,7493.36,7502.2085,7512.972,7428.151,7459.135,7481.8677,7483.9165,7478.5474,7422.1445,7354.9907,7425.6543,7481.111,7463.771,7487.5,7354.99,7502.21,StemGNN,GRU
-2024-04-26,7471.7905,7504.4097,7503.64,7250.9985,7463.4204,7473.467,7521.545,7488.0747,7509.4736,7511.2256,7437.1514,7478.4175,7488.639,7486.8276,7477.294,7424.8477,7357.933,7426.3447,7478.559,7483.4316,7502.5,7357.93,7511.23,StemGNN,TCN
-2024-04-28,7467.8945,7518.133,7521.8115,7174.1064,7470.82,7479.4893,7536.9326,7508.1694,7528.3906,7516.836,7455.743,7505.5894,7480.8833,7472.892,7496.7207,7427.1,7362.1377,7417.9033,7486.9385,7501.281,7527.5,7362.14,7528.39,StemGNN,GRU
-2024-04-29,7481.1025,7537.4067,7551.2607,7198.683,7484.3076,7493.617,7539.073,7535.1357,7561.359,7538.5674,7471.2583,7551.516,7456.966,7503.5913,7513.179,7435.481,7365.9897,7410.411,7503.5625,7523.1265,7537.5,7365.99,7551.52,StemGNN,DilatedRNN
-2024-04-30,7485.5576,7594.842,7557.28,7254.4175,7491.221,7476.6978,7528.6987,7545.3306,7567.3643,7559.401,7475.3867,7570.705,7438.036,7536.9814,7529.869,7442.824,7370.56,7405.342,7509.7266,7512.2437,7532.5,7370.56,7570.71,StemGNN,DilatedRNN
-2024-05-06,7483.9385,7574.701,7548.458,7325.2275,7489.1924,7448.354,7506.8403,7539.166,7557.914,7552.7583,7467.6,7562.0117,7421.79,7525.6177,7532.4536,7444.3916,7376.098,7394.2666,7509.6626,7408.6543,7502.5,7376.1,7562.01,StemGNN,DilatedRNN
-2024-05-07,7454.256,7549.21,7509.903,7428.3076,7469.9204,7432.5,7468.808,7503.76,7514.606,7528.459,7455.187,7517.822,7393.6875,7501.2305,7494.9287,7449.213,7382.0747,7369.9253,7480.7466,7366.604,7475.0,7369.93,7528.46,MLPMultivariate,TCN
-2024-05-08,7448.621,7504.078,7483.7812,7341.15,7449.908,7422.8223,7453.707,7472.9927,7488.1543,7506.2876,7444.9937,7489.6187,7390.3047,7460.8916,7477.186,7433.9673,7388.169,7356.528,7456.1313,7334.036,7512.5,7341.15,7506.29,iTransformer,TCN
-2024-05-09,7489.4106,7492.549,7538.778,7228.581,7471.967,7432.3164,7488.344,7522.5,7548.681,7532.692,7450.953,7550.5137,7421.945,7462.06,7500.766,7464.863,7394.7876,7365.004,7478.9917,7376.0483,7505.0,7365.0,7548.68,MLPMultivariate,GRU
-2024-05-10,7502.581,7503.25,7515.706,7238.33,7480.192,7439.4644,7473.9966,7502.336,7519.204,7530.7915,7445.6587,7522.234,7430.0835,7469.067,7501.894,7461.8916,7402.072,7366.8926,7475.328,7327.727,7477.5,7327.73,7522.23,DeepNPTS,DilatedRNN
-2024-05-11,7477.011,7468.494,7487.6772,7269.3843,7466.02,7463.3545,7461.114,7477.537,7492.7163,7517.6313,7434.928,7478.0273,7432.4854,7469.024,7476.0327,7443.908,7409.2876,7377.3755,7464.2456,7457.5786,7475.0,7377.38,7492.72,MLPMultivariate,GRU
-2024-05-13,7485.155,7465.7734,7491.337,7315.731,7466.4478,7476.0625,7467.466,7489.508,7496.0464,7504.5596,7435.735,7466.043,7449.361,7487.1445,7477.5137,7445.098,7416.695,7406.576,7470.805,7469.8306,7485.0,7406.58,7496.05,MLPMultivariate,GRU
-2024-05-14,7477.142,7476.026,7503.6304,7392.3086,7473.355,7492.0977,7466.7036,7485.679,7508.4863,7498.1094,7457.671,7471.834,7481.7104,7489.5645,7496.2563,7459.572,7425.1943,7437.0503,7474.5933,7482.287,7507.5,7425.19,7508.49,StemGNN,GRU
-2024-05-15,7489.9146,7539.145,7530.8066,7430.454,7490.5195,7527.635,7486.065,7514.305,7538.248,7516.146,7484.4287,7502.173,7517.088,7500.9272,7501.9663,7472.1016,7430.1094,7472.3706,7495.538,7499.285,7510.0,7430.45,7538.25,iTransformer,GRU
-2024-05-16,7488.493,7555.006,7527.53,7360.078,7500.7886,7538.662,7505.815,7517.804,7533.731,7533.269,7499.3022,7510.7705,7524.2197,7516.5176,7497.5884,7476.121,7433.6113,7352.6816,7509.439,7492.978,7525.0,7360.08,7538.66,iTransformer,TSMixerx
-2024-05-17,7496.755,7566.108,7548.3657,7326.433,7508.881,7531.2725,7524.7236,7533.786,7558.479,7556.2666,7511.1597,7535.6323,7506.212,7526.9165,7519.7017,7497.2275,7435.586,7309.129,7519.2583,7481.6733,7587.5,7326.43,7556.27,iTransformer,TCN
-2024-05-20,7554.6206,7644.915,7627.4375,7350.247,7547.0127,7528.244,7595.9116,7612.2827,7643.458,7596.8975,7537.8237,7612.6274,7530.4263,7539.7134,7591.8735,7521.204,7437.2095,7296.1094,7572.1187,7571.9077,7670.0,7350.25,7596.9,iTransformer,TCN
-2024-05-21,7646.4185,7693.653,7721.6753,7393.0356,7609.44,7543.7534,7674.385,7711.264,7740.307,7708.743,7555.533,7736.536,7598.7334,7600.9624,7672.606,7654.197,7439.662,7318.5547,7645.336,7664.216,7677.5,7393.04,7736.54,iTransformer,DilatedRNN
-2024-05-22,7647.545,7700.3604,7702.609,7435.0103,7631.705,7537.14,7631.248,7700.743,7718.4004,7716.2666,7545.937,7739.6123,7593.625,7631.0547,7680.195,7632.132,7443.422,7351.654,7659.1025,7656.574,7677.5,7435.01,7718.4,iTransformer,GRU
-2024-05-23,7626.5903,7682.931,7701.2285,7485.9966,7631.622,7534.767,7612.349,7702.057,7719.236,7711.3345,7537.8267,7734.6455,7576.5547,7652.615,7672.345,7630.37,7449.0225,7363.7964,7655.299,7639.0146,7645.0,7449.02,7719.24,StemGNN,GRU
-2024-05-24,7591.568,7687.2666,7647.2183,7466.981,7604.7427,7520.9497,7581.749,7648.477,7659.8467,7665.4873,7530.349,7681.5874,7545.765,7650.8174,7641.2686,7555.508,7455.5513,7342.2734,7618.7144,7587.3604,7630.0,7455.55,7681.59,StemGNN,DilatedRNN
-2024-05-27,7587.075,7608.3374,7637.647,7450.7256,7586.274,7503.4014,7584.0605,7621.7793,7653.8467,7607.2466,7528.533,7654.2456,7532.0703,7610.577,7622.6694,7533.82,7463.4204,7326.06,7605.986,7588.4307,7650.0,7450.73,7653.85,iTransformer,GRU
-2024-05-28,7607.5493,7589.482,7669.128,7484.61,7597.7314,7514.8257,7601.7134,7664.2217,7686.8223,7632.268,7530.029,7686.7183,7537.2686,7603.0356,7629.1943,7550.9917,7471.712,7363.7646,7623.4575,7633.98,7690.0,7471.71,7633.98,StemGNN,DeepNPTS
-2024-05-29,7652.842,7571.2974,7717.472,7556.937,7630.2485,7549.1206,7631.497,7713.2817,7739.4175,7692.042,7547.555,7739.1597,7571.9487,7633.924,7662.708,7577.1274,7480.363,7443.6787,7655.7676,7631.6226,7690.0,7480.36,7739.16,StemGNN,DilatedRNN
-2024-05-30,7649.0913,7577.617,7704.105,7550.921,7640.843,7541.2734,7618.8047,7709.13,7722.6406,7686.0776,7566.9937,7726.245,7577.3994,7647.871,7675.334,7588.5674,7488.693,7495.9536,7666.947,7588.9775,7716.6665,7495.95,7722.64,MLPMultivariate,GRU
-2024-05-31,7659.8047,7578.856,7740.4565,7601.547,7658.1284,7553.724,7626.846,7747.837,7766.9097,7734.275,7586.038,7743.599,7606.8315,7679.937,7715.32,7637.168,7496.292,7552.72,7694.434,7669.356,7740.0,7552.72,7747.84,MLPMultivariate,RNN
-2024-06-03,7680.568,7584.224,7758.7427,7692.7866,7682.1675,7563.7793,7631.1216,7765.3013,7782.3394,7752.1914,7594.942,7765.0137,7648.7344,7689.5923,7745.416,7666.559,7503.3374,7588.7646,7712.732,7713.1265,7720.0,7563.78,7765.3,TSMixerx,RNN
-2024-06-04,7665.7593,7576.4067,7723.4004,7680.3076,7679.0776,7575.0923,7632.3086,7726.452,7745.141,7722.12,7593.8306,7724.313,7634.5703,7670.8857,7705.0,7633.6714,7509.0845,7561.4424,7702.167,7686.505,7650.0,7561.44,7726.45,MLPMultivariate,RNN
-2024-06-05,7606.9214,7540.2925,7633.456,7610.8477,7632.483,7578.704,7615.235,7639.765,7644.8926,7622.3613,7580.726,7631.1973,7599.78,7656.6353,7623.309,7586.5234,7512.7295,7487.383,7640.2627,7578.6704,7620.0,7512.73,7644.89,StemGNN,GRU
-2024-06-06,7619.697,7540.455,7618.227,7535.6606,7596.6255,7595.597,7616.2593,7613.327,7634.5376,7580.0376,7567.816,7615.2163,7595.8403,7629.2686,7600.6445,7572.0703,7515.4717,7439.331,7594.365,7568.7104,7600.0,7515.47,7629.27,StemGNN,DLinear
-2024-06-07,7615.7144,7550.1367,7598.8267,7495.0903,7580.493,7593.8066,7616.271,7589.4897,7612.0537,7554.4556,7556.418,7595.4233,7595.099,7577.707,7587.538,7557.716,7518.2676,7422.0835,7579.2017,7530.5747,7606.6665,7495.09,7615.71,iTransformer,NHITS
-2024-06-11,7601.7393,7545.362,7617.5547,7483.6284,7583.137,7602.9844,7622.9746,7603.0713,7634.4663,7571.4756,7561.7046,7607.516,7596.829,7576.374,7597.9785,7564.5103,7521.2344,7447.741,7590.2354,7535.683,7620.0,7483.63,7622.97,iTransformer,PatchTST
-2024-06-12,7595.893,7569.686,7634.825,7476.937,7595.1797,7606.7744,7623.2876,7632.715,7651.707,7610.309,7578.8467,7632.3936,7571.395,7606.6377,7609.63,7574.784,7524.156,7455.8794,7602.3247,7569.6353,7673.3335,7476.94,7610.31,iTransformer,TCN
-2024-06-13,7641.0054,7622.334,7708.4976,7521.5537,7629.663,7648.571,7672.0015,7705.2563,7730.6177,7749.362,7613.5806,7719.2944,7605.247,7661.149,7673.968,7611.9146,7528.735,7519.3076,7645.362,7563.0444,7690.0,7521.55,7730.62,iTransformer,GRU
-2024-06-14,7656.4604,7645.1094,7711.3477,7577.171,7651.129,7647.5073,7683.6143,7716.139,7731.039,7786.8384,7640.575,7734.5605,7636.69,7681.255,7693.3716,7630.439,7533.103,7553.3237,7664.428,7573.605,7690.0,7553.32,7734.56,MLPMultivariate,DilatedRNN
-2024-06-17,7668.9653,7660.645,7707.5757,7561.2534,7660.0894,7645.731,7690.6865,7707.571,7728.6196,7790.4375,7658.044,7732.9146,7636.438,7670.126,7692.1426,7629.0654,7537.5327,7588.3086,7677.838,7647.8813,7656.6665,7561.25,7732.91,iTransformer,DilatedRNN
-2024-06-18,7648.6875,7647.4365,7657.303,7511.8354,7644.7163,7630.988,7660.458,7661.8315,7671.583,7709.0063,7646.4146,7688.9844,7600.827,7643.5264,7658.194,7608.704,7541.7393,7553.1914,7656.772,7650.669,7656.6665,7541.74,7688.98,StemGNN,DilatedRNN
-2024-06-19,7717.4487,7666.0024,7670.3296,7520.2344,7635.9565,7617.9893,7659.579,7660.733,7689.137,7667.132,7633.783,7690.1924,7602.7783,7635.724,7655.593,7608.1714,7544.915,7544.783,7635.3354,7654.2876,7670.0,7544.78,7690.19,MLPMultivariate,DilatedRNN
-2024-06-20,7741.04,7693.877,7686.966,7567.3926,7640.5005,7624.0913,7651.692,7683.71,7704.508,7695.405,7628.743,7714.591,7644.2944,7644.7495,7667.424,7626.4893,7548.3423,7561.6304,7630.8296,7666.158,7680.0,7561.63,7714.59,MLPMultivariate,DilatedRNN
-2024-06-21,7702.761,7688.1494,7697.3213,7612.8706,7652.19,7642.974,7654.4443,7693.222,7716.3687,7728.078,7628.3276,7724.7705,7677.8145,7669.136,7678.6035,7633.8896,7552.642,7573.852,7647.565,7666.9546,7680.0,7573.85,7724.77,MLPMultivariate,DilatedRNN
-2024-06-24,7666.507,7682.791,7694.0444,7581.3384,7661.3315,7643.7505,7644.6665,7699.1064,7712.4053,7720.885,7621.985,7715.659,7654.242,7680.4575,7685.1406,7635.349,7558.0073,7572.0703,7665.651,7669.4536,7680.0,7572.07,7715.66,MLPMultivariate,DilatedRNN
-2024-06-25,7635.0615,7702.766,7694.1514,7551.084,7662.6323,7668.9717,7639.3916,7697.0967,7713.051,7727.822,7635.73,7696.702,7642.5996,7695.541,7681.619,7638.457,7563.5337,7590.3696,7676.107,7670.294,7693.3335,7563.53,7713.05,StemGNN,GRU
-2024-06-26,7649.637,7721.7197,7711.3506,7582.14,7666.932,7678.079,7645.996,7712.1377,7733.1294,7739.6733,7653.955,7713.8994,7646.944,7715.362,7695.6245,7646.0503,7568.721,7606.0415,7690.872,7683.9834,7716.6665,7582.14,7733.13,iTransformer,GRU
-2024-06-27,7668.781,7726.75,7736.5986,7605.333,7678.265,7679.7017,7667.019,7739.203,7761.4956,7762.527,7676.667,7745.1177,7650.4077,7704.752,7709.2344,7649.617,7573.2476,7663.1025,7698.531,7634.0728,7723.3335,7605.33,7761.5,iTransformer,GRU
-2024-06-28,7678.5503,7779.757,7736.7666,7635.7134,7686.452,7652.3403,7673.518,7741.302,7761.033,7772.073,7686.6113,7750.6206,7643.9385,7685.8247,7713.2505,7644.2285,7577.5815,7691.802,7703.728,7613.6733,7730.0,7613.67,7772.07,DeepNPTS,TCN
-2024-07-01,7707.7183,7821.054,7743.386,7658.268,7693.7065,7649.9766,7708.0127,7749.8867,7768.6255,7769.013,7691.7144,7759.0566,7661.7173,7689.947,7721.156,7645.999,7582.3203,7717.933,7715.566,7626.284,7763.3335,7626.28,7769.01,DeepNPTS,TCN
-2024-07-02,7744.917,7840.945,7783.1,7679.3994,7717.6436,7653.1284,7735.708,7787.055,7806.216,7806.7393,7684.8047,7796.633,7692.6626,7722.7607,7756.991,7667.11,7588.7544,7762.754,7744.1157,7687.6206,7780.0,7653.13,7806.74,TSMixerx,TCN
-2024-07-03,7756.8447,7833.0347,7791.33,7692.303,7731.192,7658.636,7735.062,7794.673,7812.861,7828.051,7669.74,7808.225,7703.547,7736.587,7780.4624,7680.1426,7596.911,7800.416,7746.292,7766.5444,7800.0,7658.64,7828.05,TSMixerx,TCN
-2024-07-04,7777.5674,7802.463,7810.804,7710.334,7750.339,7672.556,7765.826,7815.3413,7833.788,7856.353,7662.8096,7828.118,7724.6187,7755.444,7794.13,7694.624,7603.579,7779.0396,7766.8696,7784.5366,7800.0,7662.81,7833.79,BiTCN,GRU
-2024-07-05,7774.443,7815.158,7802.195,7730.679,7760.772,7699.2754,7772.52,7811.5737,7823.363,7849.0454,7671.6973,7830.588,7724.645,7770.861,7787.985,7692.8857,7610.9624,7843.216,7780.922,7741.5913,7766.6665,7671.7,7843.22,BiTCN,MLPMultivariate
-2024-07-08,7741.652,7795.0947,7758.8247,7705.325,7739.575,7708.672,7729.864,7765.0273,7781.328,7792.201,7676.9727,7784.113,7681.377,7766.846,7757.0146,7683.5537,7620.041,7824.98,7761.157,7705.362,7746.6665,7676.97,7795.09,BiTCN,Informer
-2024-07-09,7722.379,7773.332,7745.256,7703.8765,7714.4985,7696.204,7714.165,7753.769,7769.6807,7768.346,7679.442,7764.165,7656.3105,7739.1113,7735.5195,7682.5645,7629.5483,7730.0054,7737.0923,7674.545,7720.0,7656.31,7769.68,MLP,GRU
-2024-07-10,7681.028,7717.214,7716.771,7678.915,7691.8003,7673.8325,7694.226,7723.2095,7737.119,7743.3765,7668.6836,7735.7046,7622.0293,7709.8916,7703.371,7681.628,7638.6084,7685.624,7705.2163,7572.698,7693.3335,7622.03,7737.12,MLP,GRU
-2024-07-11,7658.803,7691.899,7693.4927,7628.336,7667.141,7692.159,7681.347,7691.846,7710.5137,7719.479,7664.594,7703.5093,7614.391,7682.582,7677.6763,7669.17,7646.273,7670.814,7672.55,7596.5063,7686.6665,7614.39,7710.51,MLP,GRU
-2024-07-12,7676.212,7648.007,7695.028,7632.622,7659.2656,7675.7134,7674.6196,7698.6304,7713.1284,7720.5,7665.8413,7702.9937,7618.092,7679.028,7672.112,7670.9697,7654.107,7660.484,7659.426,7646.4487,7680.0,7632.62,7713.13,iTransformer,GRU
-2024-07-15,7678.672,7635.1934,7688.594,7673.1636,7661.822,7659.833,7658.5225,7688.3613,7705.9653,7715.205,7663.1875,7697.0034,7632.9126,7676.2285,7670.711,7666.7173,7661.3223,7665.7705,7658.569,7673.7856,7680.0,7635.19,7705.97,Informer,GRU
-2024-07-16,7651.1963,7671.8643,7692.7793,7689.266,7668.141,7660.758,7659.064,7692.6074,7711.3687,7719.3364,7655.1997,7696.3184,7641.5664,7667.5435,7679.9424,7684.551,7665.083,7669.101,7668.982,7684.137,7666.6665,7651.2,7711.37,NHITS,GRU
-2024-07-17,7641.057,7668.16,7673.4707,7659.7456,7664.6436,7654.2183,7660.926,7676.708,7690.0596,7700.99,7651.0034,7671.7466,7644.4805,7651.2144,7662.9976,7678.6094,7664.9775,7672.349,7664.7246,7691.682,7660.0,7644.48,7691.68,MLP,DeepNPTS
-2024-07-18,7664.9663,7658.162,7670.0312,7637.7866,7660.393,7658.6377,7659.826,7666.5015,7687.943,7698.4805,7644.2812,7672.947,7654.7686,7652.1245,7661.8545,7665.935,7664.4287,7680.0693,7657.525,7684.0337,7656.6665,7644.28,7687.94,BiTCN,GRU
-2024-07-19,7665.551,7670.8184,7667.205,7635.584,7660.325,7668.8765,7658.371,7665.8726,7684.399,7695.584,7643.105,7674.286,7663.725,7643.517,7663.8926,7656.084,7663.769,7700.3984,7657.9575,7680.189,7656.6665,7643.1,7695.58,BiTCN,TCN
-2024-07-22,7654.73,7659.601,7668.9697,7621.6406,7661.3525,7680.211,7656.679,7664.0444,7686.7466,7703.269,7644.0737,7678.368,7673.4263,7659.1533,7658.6733,7652.0737,7664.192,7711.589,7657.0005,7666.682,7640.0,7666.68,7703.27,DeepNPTS,TCN
-2024-07-23,7627.1523,7658.6284,7644.8213,7588.283,7648.253,7672.1426,7633.9795,7642.582,7660.825,7681.314,7644.153,7657.6543,7654.553,7659.5024,7642.755,7629.606,7664.6,7699.003,7638.695,7648.3765,7623.3335,7648.38,7681.31,DeepNPTS,TCN
-2024-07-24,7615.709,7655.3555,7628.3022,7592.2227,7632.9834,7642.4775,7617.965,7623.56,7644.383,7647.4067,7638.715,7634.554,7637.802,7656.283,7626.516,7606.3687,7663.527,7680.975,7623.4233,7643.556,7623.3335,7606.37,7663.53,TFT,StemGNN
-2024-07-25,7626.8325,7642.017,7633.9727,7613.0454,7627.47,7633.412,7616.6157,7627.667,7651.0903,7641.8286,7629.514,7638.695,7636.3535,7667.2534,7627.4736,7601.07,7661.254,7681.911,7620.475,7654.3047,7616.6665,7613.05,7667.25,iTransformer,DLinear
-2024-07-26,7632.3335,7621.389,7624.5327,7645.1714,7622.8755,7627.1255,7601.437,7616.045,7639.7183,7631.0366,7618.541,7630.3594,7640.373,7653.941,7615.7593,7592.512,7658.7373,7678.8228,7610.201,7671.363,7606.6665,7601.44,7671.36,PatchTST,DeepNPTS
-2024-07-29,7639.817,7612.397,7614.2046,7662.6333,7615.0605,7627.332,7595.5796,7606.813,7629.5977,7619.9873,7608.5356,7623.0024,7640.0957,7621.7676,7607.5703,7582.705,7655.2964,7666.2646,7606.5913,7680.2124,7593.3335,7612.4,7666.26,Informer,MLPMultivariate
-2024-07-30,7622.5933,7600.343,7599.369,7641.5083,7603.544,7616.735,7589.474,7594.733,7613.7637,7596.824,7595.4326,7602.523,7632.3496,7602.386,7598.679,7575.2354,7651.0396,7639.919,7595.3047,7623.996,7593.3335,7589.47,7641.51,PatchTST,iTransformer
-2024-07-31,7600.5137,7608.838,7604.4766,7579.5146,7596.772,7610.0127,7590.8696,7595.068,7620.02,7591.898,7582.3994,7602.827,7610.2764,7587.5996,7602.196,7574.5547,7647.164,7610.417,7593.199,7617.0186,7583.3335,7579.51,7620.02,iTransformer,GRU
-2024-08-01,7584.491,7591.163,7590.4097,7528.964,7586.1,7592.4385,7577.192,7583.059,7603.933,7577.833,7568.3164,7587.833,7585.2256,7581.496,7587.4717,7558.9497,7644.519,7583.2446,7579.941,7590.2993,7620.0,7558.95,7644.52,TFT,StemGNN
-2024-08-02,7616.686,7597.3223,7646.7744,7566.598,7608.6694,7612.445,7609.7285,7635.0947,7667.1523,7621.61,7575.381,7644.4077,7594.1055,7601.339,7624.826,7610.858,7644.519,7601.448,7605.9966,7619.8916,7623.3335,7575.38,7646.77,BiTCN,LSTM
-2024-08-05,7623.7627,7589.9575,7636.6133,7586.836,7623.189,7622.1753,7610.896,7632.091,7651.12,7634.569,7591.59,7646.9155,7600.737,7606.681,7626.2812,7616.1694,7645.467,7618.9155,7617.3364,7621.257,7610.0,7589.96,7646.92,Informer,DilatedRNN
-2024-08-06,7603.1816,7595.4126,7619.838,7605.9287,7619.7603,7611.853,7608.621,7609.997,7635.3276,7619.085,7602.162,7622.4756,7608.05,7622.342,7609.318,7605.9697,7645.6055,7639.8794,7622.1143,7612.494,7596.6665,7612.49,7639.88,DeepNPTS,MLPMultivariate
-2024-08-07,7592.1763,7592.882,7604.5503,7626.968,7607.001,7596.989,7595.7314,7603.804,7618.5483,7598.3823,7603.147,7605.9805,7599.848,7619.703,7598.383,7599.847,7644.638,7643.8364,7607.1978,7614.267,7586.6665,7598.38,7643.84,TCN,MLPMultivariate
-2024-08-08,7586.1543,7584.4385,7594.6,7599.368,7593.31,7582.252,7584.5654,7583.1978,7608.705,7574.1445,7597.163,7590.6973,7575.036,7598.8667,7586.7817,7593.286,7641.5493,7614.1875,7591.3506,7610.715,7583.3335,7575.04,7614.19,MLP,MLPMultivariate
-2024-08-09,7576.485,7582.335,7593.273,7585.825,7584.1606,7586.2075,7583.898,7582.833,7607.375,7572.595,7593.067,7593.8784,7574.7607,7583.666,7577.901,7587.4883,7638.005,7594.3633,7581.234,7617.9976,7583.3335,7574.76,7618.0,MLP,DeepNPTS
-2024-08-12,7575.626,7573.1284,7594.5645,7563.653,7581.976,7582.934,7581.995,7586.456,7608.736,7575.6455,7589.7466,7596.4355,7572.6567,7578.667,7573.8115,7582.9087,7634.5464,7587.757,7580.688,7589.651,7586.6665,7572.66,7608.74,MLP,GRU
-2024-08-13,7576.8545,7573.6294,7599.734,7549.209,7581.6675,7588.3296,7586.276,7590.1167,7614.351,7589.074,7587.6333,7605.076,7577.5,7586.067,7579.822,7587.4487,7632.0903,7588.251,7584.79,7591.041,7593.3335,7573.63,7614.35,Informer,GRU
-2024-08-14,7588.2583,7580.5776,7608.1997,7543.8965,7583.3633,7587.6274,7592.547,7600.562,7623.206,7583.5537,7584.056,7605.887,7590.909,7583.552,7593.6997,7596.7246,7629.9487,7583.4946,7588.2476,7596.7407,7590.0,7580.58,7623.21,Informer,GRU
-2024-08-15,7593.0757,7579.656,7601.4634,7529.6504,7582.257,7589.2915,7589.511,7593.4614,7615.524,7575.569,7576.2905,7597.073,7586.902,7572.7607,7588.461,7596.389,7627.371,7567.4614,7583.957,7608.2563,7583.3335,7567.46,7615.52,MLPMultivariate,GRU
-2024-08-16,7586.149,7569.996,7593.929,7514.975,7578.3286,7583.971,7580.966,7585.7134,7608.005,7570.6206,7570.109,7592.928,7577.513,7570.173,7584.0444,7591.0464,7624.346,7556.504,7577.98,7601.3867,7583.3335,7556.5,7608.0,MLPMultivariate,GRU
-2024-08-19,7594.745,7567.1577,7595.875,7563.9316,7579.266,7591.448,7583.5347,7587.4736,7610.099,7572.2188,7566.629,7595.985,7578.809,7562.983,7580.1973,7587.079,7621.3794,7557.738,7578.1226,7597.965,7570.0,7562.98,7610.1,DLinear,GRU
-2024-08-20,7579.69,7549.5083,7577.414,7576.1245,7570.128,7587.277,7570.395,7568.66,7589.487,7566.7505,7561.175,7580.983,7573.9497,7559.215,7563.7017,7578.237,7617.923,7548.4937,7565.124,7585.643,7570.0,7549.51,7589.49,Informer,GRU
-2024-08-21,7584.279,7549.3906,7582.753,7575.3657,7568.2466,7584.27,7579.214,7573.007,7596.82,7568.5615,7558.4805,7580.1904,7579.2163,7555.7676,7567.6963,7568.8945,7614.2964,7552.8857,7568.7334,7573.092,7570.0,7552.89,7596.82,MLPMultivariate,GRU
-2024-08-22,7583.703,7563.716,7581.84,7578.4624,7570.4243,7585.1714,7579.5317,7573.964,7594.553,7566.8755,7555.7344,7579.7183,7581.85,7557.408,7570.857,7564.0654,7610.427,7557.8296,7571.748,7572.579,7590.0,7557.41,7594.55,DLinear,GRU
-2024-08-23,7591.693,7580.9365,7610.2744,7577.62,7583.9946,7586.8555,7595.802,7597.002,7626.1646,7585.059,7560.513,7605.648,7586.4727,7580.0605,7588.2275,7581.87,7607.3535,7568.1787,7586.9067,7578.2905,7583.3335,7568.18,7610.27,MLPMultivariate,LSTM
-2024-08-26,7581.909,7582.105,7593.3726,7569.9956,7584.2666,7593.485,7585.0723,7587.2676,7605.7754,7577.062,7566.9434,7596.7886,7579.494,7588.081,7584.404,7576.37,7604.0767,7567.0103,7583.003,7593.894,7583.3335,7567.01,7604.08,MLPMultivariate,StemGNN
-2024-08-27,7578.7656,7577.596,7597.7173,7573.3887,7582.924,7599.5063,7582.8545,7587.592,7612.76,7580.639,7569.9253,7599.4966,7577.809,7596.2344,7580.952,7580.5815,7600.829,7588.529,7585.4907,7591.1187,7610.0,7573.39,7612.76,iTransformer,GRU
-2024-08-28,7603.342,7568.98,7633.484,7591.465,7600.264,7612.3555,7604.1216,7624.7705,7650.6084,7607.261,7590.2188,7637.933,7594.213,7602.397,7610.396,7616.196,7598.767,7614.4526,7603.798,7596.2153,7610.0,7590.22,7637.93,BiTCN,DilatedRNN
-2024-08-29,7602.6074,7574.9067,7623.2393,7595.7383,7606.5493,7612.5015,7598.9165,7611.2666,7637.062,7603.4346,7608.5684,7629.7183,7598.3555,7592.6533,7610.023,7615.4697,7597.31,7606.991,7610.1113,7601.6855,7613.3335,7592.65,7629.72,DLinear,DilatedRNN
-2024-08-30,7608.995,7602.0854,7629.694,7595.228,7609.8755,7619.1577,7606.8027,7620.1675,7646.3447,7613.6514,7626.8945,7634.2417,7602.903,7605.196,7607.3687,7615.4277,7596.5977,7613.776,7616.263,7596.193,7606.6665,7596.19,7634.24,DeepNPTS,DilatedRNN
-2024-09-02,7604.801,7611.225,7617.1904,7590.7305,7606.878,7617.5435,7599.1646,7613.6436,7630.948,7601.7773,7633.9375,7625.1235,7604.0625,7602.784,7610.2915,7605.2173,7595.7163,7615.2495,7603.5312,7588.053,7583.3335,7588.05,7630.95,DeepNPTS,GRU
-2024-09-03,7584.1245,7599.737,7587.322,7583.9824,7587.1987,7593.444,7574.9097,7577.949,7600.2627,7575.7505,7621.904,7590.6353,7589.952,7583.71,7584.714,7571.9067,7594.2563,7601.5454,7578.65,7585.8413,7562.5,7575.75,7601.55,TCN,MLPMultivariate
-2024-09-04,7567.824,7576.505,7567.188,7571.672,7567.2915,7574.6377,7562.3315,7562.509,7579.0073,7547.7134,7604.775,7562.5796,7574.178,7572.5264,7565.2627,7556.4746,7591.959,7588.907,7560.808,7582.3877,7535.0,7547.71,7591.96,TCN,StemGNN
-2024-09-05,7545.363,7552.697,7536.8066,7572.7725,7543.651,7554.3413,7543.546,7530.691,7545.039,7525.549,7580.798,7526.2183,7551.9023,7551.9854,7529.328,7540.594,7588.3,7577.3257,7536.119,7562.6685,7475.0,7525.55,7580.8,TCN,BiTCN
-2024-09-06,7489.133,7530.058,7468.7744,7567.3276,7490.5117,7523.7383,7484.9873,7463.2505,7472.635,7487.3975,7541.511,7450.5845,7511.958,7517.2163,7469.2705,7511.4395,7581.111,7568.395,7483.826,7535.0005,7442.5,7487.4,7568.4,TCN,MLPMultivariate
-2024-09-09,7477.117,7518.369,7445.954,7539.0093,7447.318,7499.805,7457.0615,7440.9644,7453.2925,7463.8975,7499.5024,7414.8423,7488.5547,7477.18,7432.6396,7497.9277,7572.1675,7548.2925,7447.319,7475.0,7422.5,7453.29,7548.29,GRU,MLPMultivariate
-2024-09-10,7456.845,7501.7964,7427.159,7514.639,7422.6504,7479.6123,7434.149,7419.5635,7435.077,7450.9585,7466.836,7396.4497,7459.599,7444.4565,7420.318,7478.975,7562.575,7523.6143,7425.641,7442.5005,7412.5,7435.08,7523.61,GRU,MLPMultivariate
-2024-09-11,7431.6255,7488.6543,7421.852,7484.7666,7405.9243,7468.9414,7418.0254,7409.3555,7431.287,7444.1343,7435.703,7386.4614,7435.07,7418.6245,7414.427,7467.43,7553.097,7497.191,7418.086,7422.5044,7387.5,7422.5,7497.19,DeepNPTS,MLPMultivariate
-2024-09-12,7398.9155,7473.7407,7392.9155,7436.311,7384.2783,7455.464,7387.8115,7391.3066,7405.7793,7437.6245,7402.3047,7358.9487,7406.2876,7400.438,7386.0737,7451.5513,7542.6953,7450.6377,7395.831,7412.513,7380.0,7398.92,7473.74,NHITS,Informer
-2024-09-13,7387.8896,7452.976,7392.8135,7394.6235,7370.539,7445.6494,7375.9326,7386.789,7406.796,7437.685,7380.101,7357.8223,7390.089,7401.1216,7384.2554,7432.3403,7532.57,7427.6304,7384.5337,7387.5723,7395.0,7370.54,7452.98,TSMixer,Informer
-2024-09-14,7398.7993,7448.375,7415.441,7368.936,7381.9165,7434.689,7389.771,7404.154,7424.274,7446.083,7377.001,7380.415,7384.063,7403.6597,7403.405,7426.286,7523.938,7425.343,7393.144,7381.0493,7375.0,7381.05,7448.38,DeepNPTS,Informer
-2024-09-18,7373.2915,7433.293,7386.2817,7329.249,7376.5225,7412.147,7366.5063,7377.1455,7398.323,7444.707,7372.704,7360.6016,7359.803,7382.268,7384.2603,7407.7793,7514.7397,7414.364,7382.1943,7396.3286,7342.5,7396.33,7444.71,DeepNPTS,TCN
-2024-09-19,7345.1226,7423.377,7354.425,7277.346,7354.167,7386.274,7350.001,7351.2896,7372.9067,7441.945,7368.4575,7339.5356,7347.8315,7371.1387,7345.6553,7383.404,7504.317,7387.8447,7357.266,7375.537,7325.0,7372.91,7441.94,GRU,TCN
-2024-09-20,7342.113,7401.0933,7341.356,7221.5303,7336.6265,7372.346,7341.57,7339.754,7361.2983,7437.128,7368.0703,7329.549,7347.6865,7356.94,7335.7065,7368.562,7493.4355,7352.697,7337.793,7355.5635,7340.0,7329.55,7437.13,DilatedRNN,TCN
-2024-09-23,7367.46,7401.626,7362.1274,7193.2334,7341.6265,7375.1855,7357.7134,7350.4214,7378.3364,7442.19,7372.963,7345.4175,7355.9424,7358.6597,7345.7485,7383.8457,7484.0073,7328.736,7335.9927,7350.6733,7310.0,7350.67,7442.19,DeepNPTS,TCN
-2024-09-24,7347.1147,7369.085,7327.081,7184.458,7324.368,7358.9688,7324.648,7320.32,7345.2017,7433.4097,7367.0254,7315.198,7335.1436,7339.2905,7318.8,7372.5312,7473.4976,7302.719,7309.4385,7311.446,7280.0,7311.45,7433.41,DeepNPTS,TCN
-2024-09-25,7337.6753,7343.423,7309.8496,7403.0806,7300.5327,7338.3438,7316.542,7302.593,7327.499,7421.257,7354.324,7295.57,7333.5522,7317.722,7283.226,7342.6353,7462.004,7437.9873,7292.3384,7281.339,7315.0,7283.23,7437.99,NLinear,MLPMultivariate
-2024-09-26,7386.443,7341.6113,7345.3594,7435.3716,7318.423,7346.224,7348.728,7340.578,7362.8027,7431.1987,7356.005,7324.47,7353.4634,7337.6455,7320.6494,7354.5977,7452.84,7508.9277,7315.2466,7315.343,7310.0,7315.34,7452.84,DeepNPTS,StemGNN
-2024-09-27,7381.1523,7328.455,7332.751,7406.745,7317.0933,7346.1177,7331.7285,7320.922,7349.4653,7429.059,7351.805,7309.778,7334.6396,7314.3115,7316.954,7352.3813,7443.8965,7528.813,7306.6455,7311.1567,7310.0,7309.78,7443.9,DilatedRNN,StemGNN
-2024-09-29,7384.148,7327.3203,7337.9263,7345.993,7317.254,7344.337,7338.8794,7327.857,7355.927,7435.8457,7345.1724,7314.2725,7328.3086,7307.465,7313.571,7350.188,7434.77,7530.1475,7314.674,7313.312,7365.0,7313.31,7435.85,DeepNPTS,TCN
-2024-09-30,7415.5483,7352.2036,7403.8247,7401.7646,7357.2803,7360.5493,7371.521,7392.1,7410.08,7468.941,7351.29,7374.023,7353.451,7336.29,7371.5684,7373.648,7428.286,7573.3447,7362.6543,7365.419,7420.0,7351.29,7468.94,BiTCN,TCN
-2024-10-08,7413.3945,7409.56,7462.212,7444.582,7405.36,7396.592,7407.198,7431.7627,7460.038,7500.726,7378.969,7438.9077,7375.618,7365.274,7425.3657,7423.0576,7424.1133,7630.5625,7411.881,7419.6147,7602.5,7375.62,7630.56,MLP,MLPMultivariate
-2024-10-09,7579.9136,7556.331,7696.391,7566.583,7555.9043,7556.577,7630.0776,7670.553,7702.6826,7638.44,7573.125,7705.029,7584.659,7484.1377,7607.144,7611.4097,7424.1807,7800.6523,7574.462,7602.4043,7602.5,7484.14,7705.03,DLinear,DilatedRNN
-2024-10-10,7575.556,7596.8594,7627.4697,7619.6753,7624.6846,7621.92,7625.8384,7623.2627,7632.9805,7668.692,7663.994,7679.769,7637.4146,7542.5396,7608.9062,7600.6807,7424.3745,7820.097,7604.8643,7602.445,7585.0,7542.54,7679.77,DLinear,DilatedRNN
-2024-10-11,7628.3525,7601.2695,7618.62,7603.426,7626.545,7664.978,7622.657,7592.526,7625.9805,7680.629,7699.009,7640.8784,7648.545,7571.6943,7587.699,7603.9985,7424.397,7784.8833,7599.9976,7584.982,7575.0,7571.69,7699.01,DLinear,BiTCN
-2024-10-12,7633.6714,7618.3184,7594.081,7582.0444,7603.758,7674.045,7605.065,7599.9727,7602.329,7617.7256,7715.6797,7613.9717,7646.508,7571.1797,7574.506,7612.5513,7424.28,7735.8765,7567.147,7574.9883,7576.6665,7567.15,7715.68,TiDE,BiTCN
-2024-10-14,7653.8115,7630.65,7595.949,7555.7944,7563.8413,7673.0674,7578.9883,7559.2744,7606.2153,7590.246,7707.9873,7611.859,7658.074,7556.69,7561.975,7637.4814,7424.1416,7701.296,7546.0938,7576.522,7565.0,7546.09,7701.3,TiDE,MLPMultivariate
-2024-10-15,7596.767,7620.2207,7575.4937,7504.657,7541.0205,7645.5586,7550.4136,7563.091,7584.5923,7583.523,7686.615,7594.4336,7631.9336,7525.2676,7535.7095,7624.8755,7423.746,7647.81,7536.9272,7564.884,7527.5,7504.66,7647.81,iTransformer,MLPMultivariate
-2024-10-16,7537.3823,7620.9863,7528.687,7451.788,7512.351,7561.8174,7499.045,7525.2046,7534.814,7547.8413,7628.829,7523.7305,7571.3213,7509.3276,7482.4116,7535.017,7422.733,7588.291,7511.7427,7511.9014,7477.5,7451.79,7620.99,iTransformer,Informer
-2024-10-17,7490.326,7601.665,7475.7183,7413.3794,7458.587,7485.5034,7430.83,7471.655,7480.0522,7518.796,7557.303,7453.416,7502.926,7485.751,7450.027,7454.1074,7420.689,7541.86,7464.338,7475.21,7467.5,7420.69,7557.3,StemGNN,BiTCN
-2024-10-18,7478.6914,7618.038,7477.147,7401.9062,7435.4854,7470.6055,7414.927,7471.334,7483.3403,7473.5137,7506.429,7414.3467,7464.1704,7435.23,7464.471,7434.976,7418.427,7530.27,7448.0337,7474.4434,7370.0,7435.49,7530.27,TSMixer,MLPMultivariate
-2024-10-21,7351.325,7464.0684,7351.699,7378.6406,7367.1567,7417.7065,7318.4883,7356.1816,7369.5117,7432.8237,7407.6714,7312.0664,7372.3105,7358.3354,7360.0444,7332.5073,7413.2583,7488.466,7360.1094,7466.749,7362.5,7318.49,7466.75,PatchTST,DeepNPTS
-2024-10-22,7343.997,7420.612,7372.9697,7356.9673,7340.5815,7344.554,7320.6177,7369.7275,7394.9844,7425.4746,7345.69,7321.1733,7352.978,7331.069,7343.6045,7349.0527,7407.9307,7482.9194,7340.688,7370.032,7346.6665,7321.17,7425.47,DilatedRNN,TCN
-2024-10-23,7318.6772,7349.6343,7351.2314,7343.7607,7327.8022,7308.2607,7313.7275,7354.39,7369.487,7419.8677,7297.3286,7311.081,7333.771,7306.1235,7315.158,7342.9746,7402.127,7461.3604,7329.7554,7362.5674,7357.5,7306.12,7419.87,DLinear,TCN
-2024-10-24,7332.025,7332.764,7374.3057,7333.803,7329.642,7342.8223,7343.688,7356.9414,7392.5293,7430.7036,7278.939,7326.7446,7325.3706,7332.062,7342.685,7350.5093,7396.687,7458.3853,7342.085,7346.686,7352.5,7325.37,7430.7,MLP,TCN
-2024-10-25,7341.7407,7293.0596,7366.416,7319.07,7339.9575,7359.9907,7370.539,7370.2656,7382.035,7432.9263,7259.4497,7324.0225,7321.687,7319.8354,7359.366,7336.285,7391.287,7460.455,7358.443,7357.544,7372.5,7293.06,7432.93,Informer,TCN
-2024-10-28,7344.7163,7319.588,7397.6895,7322.8574,7366.559,7356.09,7400.027,7384.104,7409.743,7443.9604,7265.258,7362.257,7344.6714,7345.896,7381.345,7355.776,7386.7656,7474.6475,7386.7627,7352.37,7373.3335,7319.59,7443.96,Informer,TCN
-2024-10-29,7359.088,7309.0547,7393.3633,7346.7866,7376.6016,7374.111,7393.552,7384.4277,7402.9043,7452.677,7299.626,7378.7036,7352.162,7395.1772,7389.317,7366.0664,7382.2856,7455.5195,7373.8604,7373.167,7380.0,7309.05,7452.68,Informer,TCN
-2024-10-30,7358.9937,7341.4614,7405.327,7416.179,7381.4775,7426.024,7377.57,7389.754,7414.1113,7470.7134,7350.9463,7408.236,7357.6455,7411.459,7388.273,7396.682,7378.2446,7473.955,7359.314,7391.326,7330.0,7381.48,7470.71,TSMixer,TCN
-2024-10-31,7312.557,7305.571,7340.6367,7456.835,7354.071,7421.741,7296.7534,7337.699,7358.049,7471.703,7350.2676,7369.018,7348.3887,7402.115,7340.3677,7326.1377,7372.685,7468.8223,7330.872,7388.265,7340.0,7305.57,7468.82,Informer,MLPMultivariate
-2024-11-01,7343.0796,7325.1807,7365.971,7418.3013,7350.2827,7392.953,7324.0703,7355.0913,7382.277,7474.6504,7365.0776,7377.864,7372.565,7387.9146,7340.9,7339.7134,7367.811,7459.85,7335.5547,7377.825,7363.3335,7325.18,7459.85,Informer,MLPMultivariate
-2024-11-04,7386.9814,7346.146,7387.8896,7369.525,7364.3315,7391.7773,7341.5713,7376.175,7396.966,7479.0884,7375.335,7398.9766,7399.1343,7360.8267,7360.961,7393.3184,7364.0303,7461.721,7357.113,7379.3345,7360.0,7346.15,7461.72,Informer,MLPMultivariate
-2024-11-05,7391.6396,7351.3486,7380.5674,7346.3066,7361.3833,7392.48,7346.1274,7362.837,7391.877,7478.332,7376.7046,7386.9214,7404.1196,7376.0854,7372.727,7392.836,7360.396,7451.457,7349.645,7347.054,7357.5,7346.31,7451.46,iTransformer,MLPMultivariate
-2024-11-06,7377.092,7346.6963,7380.05,7335.5605,7358.7593,7378.257,7347.794,7375.06,7391.6255,7476.481,7358.8145,7383.401,7388.878,7361.917,7379.123,7385.589,7356.9673,7412.6973,7342.4194,7377.9565,7383.3335,7342.42,7412.7,TiDE,MLPMultivariate
-2024-11-07,7388.92,7358.8315,7413.8965,7342.1616,7375.1655,7391.0454,7372.7217,7398.935,7420.154,7477.761,7361.595,7396.028,7409.272,7366.393,7401.2744,7405.4556,7355.011,7421.774,7363.137,7384.1777,7366.6665,7355.01,7421.77,StemGNN,MLPMultivariate
-2024-11-08,7353.577,7344.835,7383.681,7340.6406,7369.751,7386.0073,7355.898,7370.138,7393.4155,7466.26,7359.2275,7360.3813,7396.274,7382.968,7375.964,7376.7217,7353.1333,7417.782,7356.342,7372.9907,7383.3335,7344.83,7417.78,Informer,MLPMultivariate
-2024-11-11,7379.677,7363.237,7413.3105,7352.355,7379.6235,7397.026,7377.8867,7396.5713,7420.5615,7476.661,7373.1416,7364.991,7411.7275,7361.132,7384.9604,7384.9736,7352.1616,7430.2075,7378.0415,7383.4736,7340.0,7363.24,7430.21,Informer,MLPMultivariate
-2024-11-12,7341.773,7294.7446,7349.7324,7357.3145,7360.362,7414.3184,7341.369,7347.2217,7365.4424,7470.711,7359.694,7316.588,7389.091,7367.1177,7335.5503,7337.9497,7350.0835,7408.839,7358.534,7392.3843,7306.6665,7360.36,7414.32,TSMixer,TSMixerx
-2024-11-13,7381.9844,7287.189,7351.8896,7350.5015,7376.168,7422.786,7383.6006,7340.7515,7387.0117,7469.263,7353.8335,7317.9937,7432.2583,7361.677,7364.9146,7332.752,7348.143,7431.786,7365.838,7405.645,7323.3335,7317.99,7432.26,DilatedRNN,MLP
-2024-11-14,7382.6113,7254.2183,7354.0425,7348.427,7380.5435,7393.6255,7401.7876,7312.5776,7382.1094,7465.3467,7365.012,7333.2656,7446.745,7349.9614,7346.7075,7327.2627,7336.2974,7436.182,7378.3853,7422.761,7353.3335,7312.58,7446.75,RNN,MLP
-2024-11-15,7381.573,7295.5215,7368.1514,7328.4556,7378.2676,7388.905,7390.9395,7306.414,7388.541,7474.6323,7368.2896,7331.227,7442.024,7386.5894,7333.922,7323.2886,7347.498,7405.9243,7384.138,7402.899,7393.3335,7306.41,7442.02,RNN,MLP
-2024-11-18,7351.67,7319.0723,7406.2065,7316.1235,7375.257,7372.629,7385.8384,7357.068,7391.6016,7479.033,7371.178,7359.4624,7430.7607,7360.737,7375.305,7320.6978,7358.1577,7380.1997,7378.3477,7394.4897,7363.3335,7319.07,7430.76,Informer,MLP
+2024-01-29,7327.54,7371.2856,7327.9795,7384.885,7303.0186,7287.3315,7292.8896,7315.115,7343.5977,7448.8076,7326.1924,7305.5063,7323.524,7296.2896,7310.326,7284.556,7305.0786,7307.854,7296.64,7296.585,7305.0,7296.64013671875,7327.9794921875,TiDE,LSTM
+2024-01-30,7323.8696,7345.8745,7337.313,7389.4263,7298.2393,7304.3403,7293.087,7323.4897,7353.2188,7449.262,7332.463,7312.258,7328.594,7281.346,7304.499,7300.717,7302.7026,7318.9453,7296.9995,7304.781,7315.0,7296.99951171875,7337.31298828125,TiDE,LSTM
+2024-01-31,7324.146,7346.4673,7344.214,7380.4604,7308.308,7304.0986,7294.4946,7331.6987,7359.118,7457.24,7342.7256,7323.041,7320.5635,7292.954,7297.5747,7318.6,7301.1377,7334.6743,7303.2417,7314.4746,7302.5,7297.57470703125,7344.2138671875,NLinear,LSTM
+2024-02-01,7310.3633,7350.735,7330.007,7368.2,7301.071,7305.6147,7286.2505,7318.4907,7346.6665,7454.664,7335.987,7307.8584,7320.183,7289.8535,7286.7407,7300.7036,7299.9995,7329.819,7302.619,7301.4395,7275.0,7286.74072265625,7330.0068359375,NLinear,LSTM
+2024-02-02,7293.69,7327.781,7309.3315,7373.0205,7273.724,7281.9614,7266.092,7301.234,7324.7744,7439.2812,7308.1733,7276.548,7291.012,7277.5293,7261.4004,7276.106,7297.477,7296.4697,7281.352,7281.487,7242.5,7261.400390625,7309.33154296875,NLinear,LSTM
+2024-02-04,7254.433,7283.6553,7289.6973,7339.78,7239.73,7246.9434,7231.938,7275.8677,7300.413,7419.0776,7273.8286,7247.9873,7247.8843,7248.6,7243.9033,7245.4927,7293.5337,7245.099,7250.104,7275.036,7240.0,7243.9033203125,7289.697265625,NLinear,LSTM
+2024-02-05,7250.295,7259.144,7291.301,7286.8813,7225.6523,7210.312,7228.403,7274.821,7302.662,7410.3135,7243.091,7250.315,7235.755,7227.8154,7230.8687,7230.152,7289.2905,7232.534,7231.225,7243.133,7227.5,7230.86865234375,7291.30078125,NLinear,LSTM
+2024-02-06,7238.1196,7245.9375,7284.3765,7245.9297,7214.966,7191.3247,7208.555,7264.1216,7290.8286,7402.405,7214.5146,7247.1934,7215.7324,7210.972,7213.2725,7208.0527,7284.472,7215.4717,7216.571,7240.1157,7246.6665,7213.2724609375,7284.37646484375,NLinear,LSTM
+2024-02-07,7250.0728,7249.5786,7298.5312,7246.314,7225.5596,7233.2617,7233.5103,7282.6904,7310.7695,7411.9214,7197.425,7269.3145,7226.5107,7226.7334,7229.025,7225.509,7280.56,7230.7563,7231.607,7227.758,7255.0,7229.02490234375,7298.53125,NLinear,LSTM
+2024-02-08,7255.888,7238.047,7302.062,7239.053,7240.0234,7246.6807,7249.718,7290.1685,7314.031,7416.259,7187.06,7274.244,7236.2188,7231.464,7251.076,7240.224,7277.064,7237.261,7253.372,7246.6787,7270.0,7251.076171875,7302.06201171875,NLinear,LSTM
+2024-02-18,7255.7476,7235.38,7313.8047,7233.6855,7255.6904,7255.5767,7265.8315,7300.2495,7328.572,7421.755,7188.816,7284.8784,7247.1353,7230.468,7268.077,7274.995,7274.5186,7246.0713,7273.1055,7254.989,7336.6665,7268.0771484375,7313.8046875,NLinear,LSTM
+2024-02-19,7328.241,7286.074,7381.018,7275.307,7308.4116,7310.3076,7327.4346,7366.1816,7388.414,7447.075,7280.0312,7355.517,7284.432,7281.5015,7344.23,7354.4004,7273.632,7291.6636,7323.833,7270.3794,7350.0,7323.8330078125,7381.01806640625,TiDE,LSTM
+2024-02-20,7340.944,7314.0327,7381.5713,7320.348,7338.1836,7366.514,7341.785,7363.2793,7388.778,7459.8125,7353.135,7385.1006,7303.8467,7305.5444,7355.2246,7374.68,7273.196,7317.2275,7334.7188,7315.848,7335.0,7334.71875,7385.1005859375,TiDE,DilatedRNN
+2024-02-21,7328.0884,7291.2524,7364.2417,7319.2456,7332.968,7412.6357,7331.434,7349.3823,7375.823,7465.6343,7385.7275,7387.225,7307.3833,7333.665,7337.7866,7342.363,7272.3896,7318.1006,7325.3853,7314.4683,7297.5,7325.38525390625,7387.22509765625,TiDE,DilatedRNN
+2024-02-22,7287.8735,7267.143,7325.016,7277.247,7305.414,7391.882,7303.8286,7321.0156,7340.7817,7453.1045,7382.0225,7339.7095,7294.562,7318.521,7298.753,7277.442,7270.509,7301.041,7291.3823,7276.9814,7285.0,7291.38232421875,7339.70947265625,TiDE,DilatedRNN
+2024-02-23,7274.399,7269.568,7318.807,7248.7266,7289.0947,7370.73,7297.7876,7303.6953,7335.4224,7444.233,7366.254,7323.166,7289.08,7303.606,7282.352,7266.3247,7268.189,7293.0938,7280.006,7282.8047,7306.6665,7280.005859375,7323.166015625,TiDE,DilatedRNN
+2024-02-26,7317.076,7264.941,7337.7056,7258.444,7297.6904,7360.0747,7324.8403,7325.023,7354.1455,7444.2607,7362.535,7327.898,7317.0273,7295.977,7301.972,7291.581,7266.6943,7302.3555,7294.468,7344.75,7292.5,7294.4677734375,7337.70556640625,TiDE,LSTM
+2024-02-27,7324.8584,7265.309,7320.64,7250.013,7294.186,7304.1113,7298.2075,7308.625,7337.1943,7439.2734,7344.686,7310.365,7318.0415,7292.697,7282.6455,7268.987,7265.1797,7294.638,7286.2944,7335.9023,7306.6665,7282.6455078125,7320.64013671875,NLinear,LSTM
+2024-02-28,7350.4395,7289.5283,7338.2246,7309.689,7298.809,7324.0015,7322.149,7329.7837,7355.814,7445.0146,7333.113,7324.6567,7333.303,7311.2393,7305.7275,7297.4614,7264.3247,7302.66,7303.671,7363.8447,7353.3335,7303.6708984375,7338.224609375,TiDE,LSTM
+2024-02-29,7364.922,7312.732,7388.8384,7333.9785,7331.49,7367.615,7367.573,7377.5312,7397.033,7453.3794,7342.484,7349.7095,7365.7754,7333.8677,7360.886,7322.637,7264.3276,7322.595,7342.4907,7352.6177,7325.0,7342.49072265625,7388.83837890625,TiDE,LSTM
+2024-03-01,7321.578,7316.2393,7343.9375,7309.51,7320.658,7330.7563,7334.3384,7332.159,7359.9653,7443.0215,7323.63,7307.3027,7329.6206,7315.678,7335.521,7305.787,7264.1797,7304.3496,7325.9053,7320.0366,7343.3335,7307.302734375,7343.9375,DilatedRNN,LSTM
+2024-03-04,7340.802,7317.3306,7376.918,7311.154,7328.219,7340.468,7340.3086,7365.1484,7388.8574,7450.7354,7315.865,7323.957,7323.977,7333.2466,7339.4756,7315.3276,7264.3325,7301.3037,7341.7275,7340.6304,7330.0,7323.95703125,7376.91796875,DilatedRNN,LSTM
+2024-03-05,7315.2905,7324.3237,7350.444,7305.61,7325.7393,7339.7915,7318.9697,7344.8457,7365.5527,7451.8755,7304.357,7319.4277,7316.457,7325.9277,7321.5146,7307.3413,7264.214,7297.3003,7327.1245,7328.323,7310.0,7319.427734375,7350.44384765625,DilatedRNN,LSTM
+2024-03-06,7308.373,7325.696,7334.6255,7294.158,7305.627,7325.1763,7312.541,7318.275,7352.913,7447.445,7298.8755,7308.506,7313.021,7309.36,7297.2993,7288.715,7263.7637,7286.975,7300.477,7306.5024,7297.5,7297.29931640625,7334.62548828125,NLinear,LSTM
+2024-03-07,7299.862,7322.526,7324.675,7282.332,7294.8735,7306.711,7313.406,7321.1187,7342.7246,7440.573,7289.942,7302.0376,7319.489,7285.3726,7297.0596,7280.8086,7263.1475,7286.3086,7293.879,7289.419,7290.0,7293.87890625,7324.6748046875,TiDE,LSTM
+2024-03-08,7284.222,7300.3496,7319.861,7274.833,7286.743,7293.7285,7302.802,7307.933,7337.868,7436.35,7274.2007,7299.68,7286.9375,7284.206,7288.37,7276.833,7262.7554,7277.1772,7291.021,7296.594,7295.0,7288.3701171875,7319.86083984375,NLinear,LSTM
+2024-03-11,7271.2715,7287.878,7325.3354,7269.5693,7283.7026,7281.6074,7304.636,7315.3335,7343.5044,7434.8457,7270.7354,7301.897,7264.7705,7297.509,7293.4673,7279.9775,7262.8096,7273.0933,7289.3433,7281.022,7285.0,7289.34326171875,7325.33544921875,TiDE,LSTM
+2024-03-12,7252.8354,7289.8853,7316.3813,7238.3223,7271.274,7285.967,7283.5815,7308.112,7333.671,7423.9077,7273.6724,7295.1426,7244.6016,7296.6904,7275.3125,7274.42,7264.088,7267.1753,7270.405,7242.843,7283.3335,7270.40478515625,7316.38134765625,TiDE,LSTM
+2024-03-13,7248.938,7289.635,7317.692,7233.044,7267.635,7290.3125,7281.2026,7307.193,7335.384,7425.8755,7268.577,7309.177,7235.079,7304.1416,7278.2095,7275.3296,7265.651,7265.2554,7272.325,7235.6216,7285.0,7272.3251953125,7317.69189453125,TiDE,LSTM
+2024-03-14,7265.6675,7272.352,7319.054,7246.859,7274.3047,7281.329,7285.092,7310.2607,7336.2573,7424.372,7279.022,7310.2495,7246.5537,7274.915,7288.535,7285.686,7269.2046,7272.7983,7280.9336,7245.8447,7277.5,7280.93359375,7319.05419921875,TiDE,LSTM
+2024-03-15,7268.02,7272.377,7313.2935,7252.223,7272.3735,7267.2764,7274.578,7300.802,7329.858,7422.9077,7276.3623,7300.483,7249.938,7253.633,7269.2046,7284.1553,7271.747,7274.0024,7279.1475,7275.567,7353.3335,7269.20458984375,7313.29345703125,NLinear,LSTM
+2024-03-18,7347.523,7331.5874,7398.1025,7300.4,7319.1963,7299.2505,7365.2866,7379.18,7404.796,7454.794,7304.7573,7381.734,7306.5664,7305.6533,7353.5864,7387.272,7274.584,7304.16,7330.823,7352.64,7387.5,7330.8232421875,7398.1025390625,TiDE,LSTM
+2024-03-19,7383.2007,7377.062,7422.1787,7337.716,7360.5415,7351.514,7392.0273,7400.809,7423.6587,7474.671,7313.8677,7416.085,7356.2627,7326.808,7393.4097,7420.567,7276.2305,7330.5435,7363.473,7386.885,7435.0,7363.47314453125,7422.1787109375,TiDE,LSTM
+2024-03-20,7431.3228,7405.089,7481.697,7376.288,7402.0117,7385.961,7459.232,7451.4297,7481.062,7500.148,7329.3774,7477.5176,7408.798,7385.252,7441.3843,7446.609,7277.801,7375.8203,7414.868,7433.0977,7460.0,7414.8681640625,7481.69677734375,TiDE,LSTM
+2024-03-21,7458.2275,7401.492,7497.2183,7416.5845,7435.339,7399.187,7477.399,7484.968,7496.0884,7515.9604,7349.7227,7505.508,7430.2617,7433.867,7467.8345,7466.1753,7280.6196,7415.174,7449.4546,7440.946,7422.5,7449.45458984375,7505.5078125,TiDE,DilatedRNN
+2024-03-22,7407.0825,7385.577,7442.542,7427.619,7418.8604,7399.5073,7396.7397,7421.226,7442.492,7503.784,7352.836,7447.2036,7399.149,7426.6504,7428.188,7410.6143,7284.129,7404.034,7430.581,7399.9756,7402.5,7421.22607421875,7447.20361328125,RNN,DilatedRNN
+2024-03-25,7390.9316,7341.7417,7425.1035,7351.0176,7389.619,7396.7227,7393.906,7412.0156,7429.2393,7493.727,7344.5913,7410.24,7372.034,7425.9546,7402.7266,7362.529,7285.9043,7383.556,7400.5117,7386.4575,7372.5,7400.51171875,7425.103515625,TiDE,LSTM
+2024-03-26,7347.334,7326.359,7383.7305,7310.7183,7358.046,7389.9893,7351.148,7374.3765,7394.8364,7478.162,7345.3984,7372.223,7346.8843,7391.773,7355.676,7335.9077,7286.96,7355.5215,7355.3013,7348.9756,7365.0,7355.30126953125,7383.73046875,TiDE,LSTM
+2024-03-27,7332.6685,7312.6313,7381.709,7327.691,7341.7427,7356.66,7347.588,7365.008,7395.2363,7472.1733,7348.8047,7371.0938,7330.055,7369.823,7345.8745,7337.2305,7287.96,7336.0894,7351.8623,7342.38,7345.0,7345.87451171875,7381.708984375,NLinear,LSTM
+2024-03-28,7318.9517,7314.2285,7356.6807,7325.767,7325.5513,7327.4263,7330.2373,7354.8135,7374.066,7455.497,7348.2134,7331.0493,7302.6733,7352.365,7328.5137,7320.3345,7288.741,7314.206,7333.578,7330.548,7345.0,7328.513671875,7356.6806640625,NLinear,LSTM
+2024-03-29,7333.2954,7331.351,7363.246,7327.6743,7319.564,7301.5522,7328.1797,7355.113,7380.952,7447.5664,7334.7427,7327.2666,7288.5444,7335.8066,7336.808,7319.2993,7289.9165,7297.9263,7332.412,7343.5093,7345.0,7327.2666015625,7363.24609375,DilatedRNN,LSTM
+2024-04-01,7348.0537,7330.572,7362.7725,7332.9604,7322.198,7298.061,7329.0166,7358.6577,7379.306,7439.0703,7324.079,7319.565,7297.908,7335.1064,7344.3975,7319.012,7290.8574,7297.928,7334.5747,7336.6123,7360.0,7319.56494140625,7362.7724609375,DilatedRNN,LSTM
+2024-04-02,7354.8457,7323.401,7383.785,7332.653,7333.635,7305.6133,7343.2495,7371.6064,7396.9644,7439.2964,7319.5005,7330.7207,7310.536,7330.504,7355.109,7328.9604,7291.783,7303.8853,7341.664,7354.6255,7380.0,7330.720703125,7383.78515625,DilatedRNN,LSTM
+2024-04-03,7365.363,7363.4385,7406.764,7337.816,7351.973,7328.9243,7372.8433,7392.5435,7415.1196,7455.345,7328.296,7365.4688,7333.1133,7329.4907,7376.2812,7337.592,7293.337,7332.993,7356.929,7368.235,7397.5,7356.92919921875,7406.76416015625,TiDE,LSTM
+2024-04-07,7393.174,7399.1465,7426.612,7353.0283,7376.4893,7376.752,7414.109,7407.8154,7431.869,7469.0186,7340.048,7401.162,7367.347,7352.1235,7391.1353,7345.164,7296.0327,7358.918,7389.734,7383.014,7437.5,7389.73388671875,7426.61181640625,TiDE,LSTM
+2024-04-08,7446.6924,7449.7544,7475.2563,7373.374,7410.5596,7404.134,7471.235,7453.1606,7476.517,7494.462,7348.689,7462.397,7410.8096,7377.585,7435.089,7383.2344,7300.344,7398.0693,7432.398,7434.5586,7490.0,7432.39794921875,7475.25634765625,TiDE,LSTM
+2024-04-09,7504.905,7467.537,7530.613,7433.774,7452.0054,7425.3403,7513.393,7508.9287,7533.4644,7525.638,7357.8564,7528.4937,7454.9614,7437.0137,7491.247,7428.2314,7304.7363,7457.517,7473.5537,7489.2837,7507.5,7473.5537109375,7530.61279296875,TiDE,LSTM
+2024-04-10,7507.6694,7467.993,7538.1147,7542.224,7472.328,7420.036,7503.443,7518.157,7542.6377,7545.1484,7374.8135,7566.422,7470.541,7473.4287,7509.802,7433.4985,7310.0293,7488.787,7488.6753,7506.1987,7497.5,7488.67529296875,7566.421875,TiDE,DilatedRNN
+2024-04-11,7471.361,7447.9717,7520.0947,7595.639,7468.2266,7408.3325,7456.563,7507.32,7523.82,7548.4556,7392.3813,7548.813,7429.4277,7498.0825,7501.922,7419.362,7314.949,7464.2153,7485.503,7461.3413,7497.5,7485.5029296875,7548.81298828125,TiDE,DilatedRNN
+2024-04-12,7441.4653,7422.594,7520.649,7489.6167,7460.528,7422.053,7457.3374,7508.158,7525.2314,7549.5034,7408.3726,7551.6904,7408.99,7522.645,7488.91,7405.511,7319.853,7442.42,7475.9414,7381.109,7506.6665,7475.94140625,7551.6904296875,TiDE,DilatedRNN
+2024-04-15,7437.4883,7392.7056,7528.9893,7359.854,7460.766,7406.296,7457.8774,7511.0024,7534.3423,7550.2856,7422.125,7559.664,7408.6436,7505.059,7499.318,7414.586,7324.3867,7350.284,7478.66,7390.3853,7482.5,7478.66015625,7559.6640625,TiDE,DilatedRNN
+2024-04-16,7414.4014,7356.5474,7493.419,7320.82,7445.327,7389.5503,7430.3423,7479.1465,7495.7896,7530.0034,7414.796,7504.091,7384.232,7474.4126,7463.9585,7395.259,7326.742,7316.681,7464.249,7352.0337,7495.0,7463.95849609375,7504.0908203125,NLinear,DilatedRNN
+2024-04-17,7418.1523,7345.336,7517.467,7244.3267,7448.5728,7372.91,7443.809,7505.0737,7524.591,7532.585,7416.4146,7509.972,7377.5215,7468.4683,7480.951,7402.167,7328.876,7308.7583,7469.451,7336.165,7497.5,7469.451171875,7517.466796875,TiDE,LSTM
+2024-04-18,7436.2354,7365.206,7513.568,7192.3843,7453.5957,7372.54,7432.963,7503.9854,7517.9287,7524.563,7417.2803,7494.443,7394.3423,7452.6953,7495.288,7403.768,7331.6216,7302.1626,7473.5625,7444.699,7497.5,7473.5625,7513.56787109375,TiDE,LSTM
+2024-04-19,7447.0806,7350.321,7514.8804,7205.8774,7455.567,7376.2446,7410.527,7499.0874,7521.575,7514.4854,7414.3438,7484.985,7403.5664,7462.2075,7490.3115,7405.585,7335.865,7309.3057,7468.847,7448.9966,7527.5,7468.84716796875,7514.88037109375,TiDE,LSTM
+2024-04-22,7475.883,7423.158,7553.94,7254.1865,7479.875,7386.6743,7447.7183,7543.102,7564.775,7529.091,7418.2056,7513.3813,7448.4033,7465.62,7534.029,7424.2153,7340.894,7353.6143,7495.132,7507.159,7527.5,7495.1318359375,7553.93994140625,TiDE,LSTM
+2024-04-23,7483.1704,7425.912,7543.3994,7290.925,7493.6997,7412.115,7452.9463,7529.652,7551.1343,7530.611,7420.402,7510.6343,7476.7812,7493.6245,7519.158,7425.5796,7345.308,7389.0503,7508.076,7474.1436,7510.0,7508.076171875,7543.3994140625,TiDE,LSTM
+2024-04-24,7489.824,7449.7627,7522.4307,7284.6025,7487.656,7426.2656,7472.049,7511.7827,7529.634,7526.3643,7421.7383,7485.4575,7485.087,7501.4614,7492.875,7420.0005,7350.445,7407.3813,7501.6187,7474.4214,7487.5,7485.45751953125,7522.4306640625,DilatedRNN,LSTM
+2024-04-25,7478.175,7459.268,7497.68,7280.8003,7470.319,7445.5015,7489.487,7493.36,7502.2085,7512.972,7428.151,7459.135,7481.8677,7483.9165,7478.5474,7422.1445,7354.9907,7425.6543,7481.111,7463.771,7487.5,7459.134765625,7497.68017578125,DilatedRNN,LSTM
+2024-04-26,7471.7905,7504.4097,7503.64,7250.9985,7463.4204,7473.467,7521.545,7488.0747,7509.4736,7511.2256,7437.1514,7478.4175,7488.639,7486.8276,7477.294,7424.8477,7357.933,7426.3447,7478.559,7483.4316,7502.5,7477.2939453125,7503.64013671875,NLinear,LSTM
+2024-04-28,7467.8945,7518.133,7521.8115,7174.1064,7470.82,7479.4893,7536.9326,7508.1694,7528.3906,7516.836,7455.743,7505.5894,7480.8833,7472.892,7496.7207,7427.1,7362.1377,7417.9033,7486.9385,7501.281,7527.5,7486.9384765625,7521.8115234375,TiDE,LSTM
+2024-04-29,7481.1025,7537.4067,7551.2607,7198.683,7484.3076,7493.617,7539.073,7535.1357,7561.359,7538.5674,7471.2583,7551.516,7456.966,7503.5913,7513.179,7435.481,7365.9897,7410.411,7503.5625,7523.1265,7537.5,7503.5625,7551.51611328125,TiDE,DilatedRNN
+2024-04-30,7485.5576,7594.842,7557.28,7254.4175,7491.221,7476.6978,7528.6987,7545.3306,7567.3643,7559.401,7475.3867,7570.705,7438.036,7536.9814,7529.869,7442.824,7370.56,7405.342,7509.7266,7512.2437,7532.5,7509.7265625,7570.705078125,TiDE,DilatedRNN
+2024-05-06,7483.9385,7574.701,7548.458,7325.2275,7489.1924,7448.354,7506.8403,7539.166,7557.914,7552.7583,7467.6,7562.0117,7421.79,7525.6177,7532.4536,7444.3916,7376.098,7394.2666,7509.6626,7408.6543,7502.5,7509.66259765625,7562.01171875,TiDE,DilatedRNN
+2024-05-07,7454.256,7549.21,7509.903,7428.3076,7469.9204,7432.5,7468.808,7503.76,7514.606,7528.459,7455.187,7517.822,7393.6875,7501.2305,7494.9287,7449.213,7382.0747,7369.9253,7480.7466,7366.604,7475.0,7480.74658203125,7517.82177734375,TiDE,DilatedRNN
+2024-05-08,7448.621,7504.078,7483.7812,7341.15,7449.908,7422.8223,7453.707,7472.9927,7488.1543,7506.2876,7444.9937,7489.6187,7390.3047,7460.8916,7477.186,7433.9673,7388.169,7356.528,7456.1313,7334.036,7512.5,7456.13134765625,7489.61865234375,TiDE,DilatedRNN
+2024-05-09,7489.4106,7492.549,7538.778,7228.581,7471.967,7432.3164,7488.344,7522.5,7548.681,7532.692,7450.953,7550.5137,7421.945,7462.06,7500.766,7464.863,7394.7876,7365.004,7478.9917,7376.0483,7505.0,7478.99169921875,7550.513671875,TiDE,DilatedRNN
+2024-05-10,7502.581,7503.25,7515.706,7238.33,7480.192,7439.4644,7473.9966,7502.336,7519.204,7530.7915,7445.6587,7522.234,7430.0835,7469.067,7501.894,7461.8916,7402.072,7366.8926,7475.328,7327.727,7477.5,7475.328125,7522.23388671875,TiDE,DilatedRNN
+2024-05-11,7477.011,7468.494,7487.6772,7269.3843,7466.02,7463.3545,7461.114,7477.537,7492.7163,7517.6313,7434.928,7478.0273,7432.4854,7469.024,7476.0327,7443.908,7409.2876,7377.3755,7464.2456,7457.5786,7475.0,7464.24560546875,7487.67724609375,TiDE,LSTM
+2024-05-13,7485.155,7465.7734,7491.337,7315.731,7466.4478,7476.0625,7467.466,7489.508,7496.0464,7504.5596,7435.735,7466.043,7449.361,7487.1445,7477.5137,7445.098,7416.695,7406.576,7470.805,7469.8306,7485.0,7466.04296875,7491.3369140625,DilatedRNN,LSTM
+2024-05-14,7477.142,7476.026,7503.6304,7392.3086,7473.355,7492.0977,7466.7036,7485.679,7508.4863,7498.1094,7457.671,7471.834,7481.7104,7489.5645,7496.2563,7459.572,7425.1943,7437.0503,7474.5933,7482.287,7507.5,7471.833984375,7503.63037109375,DilatedRNN,LSTM
+2024-05-15,7489.9146,7539.145,7530.8066,7430.454,7490.5195,7527.635,7486.065,7514.305,7538.248,7516.146,7484.4287,7502.173,7517.088,7500.9272,7501.9663,7472.1016,7430.1094,7472.3706,7495.538,7499.285,7510.0,7495.5380859375,7530.806640625,TiDE,LSTM
+2024-05-16,7488.493,7555.006,7527.53,7360.078,7500.7886,7538.662,7505.815,7517.804,7533.731,7533.269,7499.3022,7510.7705,7524.2197,7516.5176,7497.5884,7476.121,7433.6113,7352.6816,7509.439,7492.978,7525.0,7497.58837890625,7527.52978515625,NLinear,LSTM
+2024-05-17,7496.755,7566.108,7548.3657,7326.433,7508.881,7531.2725,7524.7236,7533.786,7558.479,7556.2666,7511.1597,7535.6323,7506.212,7526.9165,7519.7017,7497.2275,7435.586,7309.129,7519.2583,7481.6733,7587.5,7519.25830078125,7548.36572265625,TiDE,LSTM
+2024-05-20,7554.6206,7644.915,7627.4375,7350.247,7547.0127,7528.244,7595.9116,7612.2827,7643.458,7596.8975,7537.8237,7612.6274,7530.4263,7539.7134,7591.8735,7521.204,7437.2095,7296.1094,7572.1187,7571.9077,7670.0,7572.11865234375,7627.4375,TiDE,LSTM
+2024-05-21,7646.4185,7693.653,7721.6753,7393.0356,7609.44,7543.7534,7674.385,7711.264,7740.307,7708.743,7555.533,7736.536,7598.7334,7600.9624,7672.606,7654.197,7439.662,7318.5547,7645.336,7664.216,7677.5,7645.3359375,7736.5361328125,TiDE,DilatedRNN
+2024-05-22,7647.545,7700.3604,7702.609,7435.0103,7631.705,7537.14,7631.248,7700.743,7718.4004,7716.2666,7545.937,7739.6123,7593.625,7631.0547,7680.195,7632.132,7443.422,7351.654,7659.1025,7656.574,7677.5,7659.1025390625,7739.6123046875,TiDE,DilatedRNN
+2024-05-23,7626.5903,7682.931,7701.2285,7485.9966,7631.622,7534.767,7612.349,7702.057,7719.236,7711.3345,7537.8267,7734.6455,7576.5547,7652.615,7672.345,7630.37,7449.0225,7363.7964,7655.299,7639.0146,7645.0,7655.298828125,7734.6455078125,TiDE,DilatedRNN
+2024-05-24,7591.568,7687.2666,7647.2183,7466.981,7604.7427,7520.9497,7581.749,7648.477,7659.8467,7665.4873,7530.349,7681.5874,7545.765,7650.8174,7641.2686,7555.508,7455.5513,7342.2734,7618.7144,7587.3604,7630.0,7618.71435546875,7681.58740234375,TiDE,DilatedRNN
+2024-05-27,7587.075,7608.3374,7637.647,7450.7256,7586.274,7503.4014,7584.0605,7621.7793,7653.8467,7607.2466,7528.533,7654.2456,7532.0703,7610.577,7622.6694,7533.82,7463.4204,7326.06,7605.986,7588.4307,7650.0,7605.98583984375,7654.24560546875,TiDE,DilatedRNN
+2024-05-28,7607.5493,7589.482,7669.128,7484.61,7597.7314,7514.8257,7601.7134,7664.2217,7686.8223,7632.268,7530.029,7686.7183,7537.2686,7603.0356,7629.1943,7550.9917,7471.712,7363.7646,7623.4575,7633.98,7690.0,7623.45751953125,7686.71826171875,TiDE,DilatedRNN
+2024-05-29,7652.842,7571.2974,7717.472,7556.937,7630.2485,7549.1206,7631.497,7713.2817,7739.4175,7692.042,7547.555,7739.1597,7571.9487,7633.924,7662.708,7577.1274,7480.363,7443.6787,7655.7676,7631.6226,7690.0,7655.767578125,7739.15966796875,TiDE,DilatedRNN
+2024-05-30,7649.0913,7577.617,7704.105,7550.921,7640.843,7541.2734,7618.8047,7709.13,7722.6406,7686.0776,7566.9937,7726.245,7577.3994,7647.871,7675.334,7588.5674,7488.693,7495.9536,7666.947,7588.9775,7716.6665,7666.94677734375,7726.2451171875,TiDE,DilatedRNN
+2024-05-31,7659.8047,7578.856,7740.4565,7601.547,7658.1284,7553.724,7626.846,7747.837,7766.9097,7734.275,7586.038,7743.599,7606.8315,7679.937,7715.32,7637.168,7496.292,7552.72,7694.434,7669.356,7740.0,7694.43408203125,7747.8369140625,TiDE,RNN
+2024-06-03,7680.568,7584.224,7758.7427,7692.7866,7682.1675,7563.7793,7631.1216,7765.3013,7782.3394,7752.1914,7594.942,7765.0137,7648.7344,7689.5923,7745.416,7666.559,7503.3374,7588.7646,7712.732,7713.1265,7720.0,7712.73193359375,7765.30126953125,TiDE,RNN
+2024-06-04,7665.7593,7576.4067,7723.4004,7680.3076,7679.0776,7575.0923,7632.3086,7726.452,7745.141,7722.12,7593.8306,7724.313,7634.5703,7670.8857,7705.0,7633.6714,7509.0845,7561.4424,7702.167,7686.505,7650.0,7702.1669921875,7726.4521484375,TiDE,RNN
+2024-06-05,7606.9214,7540.2925,7633.456,7610.8477,7632.483,7578.704,7615.235,7639.765,7644.8926,7622.3613,7580.726,7631.1973,7599.78,7656.6353,7623.309,7586.5234,7512.7295,7487.383,7640.2627,7578.6704,7620.0,7623.30908203125,7640.2626953125,NLinear,TiDE
+2024-06-06,7619.697,7540.455,7618.227,7535.6606,7596.6255,7595.597,7616.2593,7613.327,7634.5376,7580.0376,7567.816,7615.2163,7595.8403,7629.2686,7600.6445,7572.0703,7515.4717,7439.331,7594.365,7568.7104,7600.0,7594.365234375,7618.22705078125,TiDE,LSTM
+2024-06-07,7615.7144,7550.1367,7598.8267,7495.0903,7580.493,7593.8066,7616.271,7589.4897,7612.0537,7554.4556,7556.418,7595.4233,7595.099,7577.707,7587.538,7557.716,7518.2676,7422.0835,7579.2017,7530.5747,7606.6665,7579.20166015625,7598.82666015625,TiDE,LSTM
+2024-06-11,7601.7393,7545.362,7617.5547,7483.6284,7583.137,7602.9844,7622.9746,7603.0713,7634.4663,7571.4756,7561.7046,7607.516,7596.829,7576.374,7597.9785,7564.5103,7521.2344,7447.741,7590.2354,7535.683,7620.0,7590.2353515625,7617.5546875,TiDE,LSTM
+2024-06-12,7595.893,7569.686,7634.825,7476.937,7595.1797,7606.7744,7623.2876,7632.715,7651.707,7610.309,7578.8467,7632.3936,7571.395,7606.6377,7609.63,7574.784,7524.156,7455.8794,7602.3247,7569.6353,7673.3335,7602.32470703125,7634.8251953125,TiDE,LSTM
+2024-06-13,7641.0054,7622.334,7708.4976,7521.5537,7629.663,7648.571,7672.0015,7705.2563,7730.6177,7749.362,7613.5806,7719.2944,7605.247,7661.149,7673.968,7611.9146,7528.735,7519.3076,7645.362,7563.0444,7690.0,7645.36181640625,7719.29443359375,TiDE,DilatedRNN
+2024-06-14,7656.4604,7645.1094,7711.3477,7577.171,7651.129,7647.5073,7683.6143,7716.139,7731.039,7786.8384,7640.575,7734.5605,7636.69,7681.255,7693.3716,7630.439,7533.103,7553.3237,7664.428,7573.605,7690.0,7664.42822265625,7734.560546875,TiDE,DilatedRNN
+2024-06-17,7668.9653,7660.645,7707.5757,7561.2534,7660.0894,7645.731,7690.6865,7707.571,7728.6196,7790.4375,7658.044,7732.9146,7636.438,7670.126,7692.1426,7629.0654,7537.5327,7588.3086,7677.838,7647.8813,7656.6665,7677.837890625,7732.91455078125,TiDE,DilatedRNN
+2024-06-18,7648.6875,7647.4365,7657.303,7511.8354,7644.7163,7630.988,7660.458,7661.8315,7671.583,7709.0063,7646.4146,7688.9844,7600.827,7643.5264,7658.194,7608.704,7541.7393,7553.1914,7656.772,7650.669,7656.6665,7656.77197265625,7688.984375,TiDE,DilatedRNN
+2024-06-19,7717.4487,7666.0024,7670.3296,7520.2344,7635.9565,7617.9893,7659.579,7660.733,7689.137,7667.132,7633.783,7690.1924,7602.7783,7635.724,7655.593,7608.1714,7544.915,7544.783,7635.3354,7654.2876,7670.0,7635.33544921875,7690.1923828125,TiDE,DilatedRNN
+2024-06-20,7741.04,7693.877,7686.966,7567.3926,7640.5005,7624.0913,7651.692,7683.71,7704.508,7695.405,7628.743,7714.591,7644.2944,7644.7495,7667.424,7626.4893,7548.3423,7561.6304,7630.8296,7666.158,7680.0,7630.82958984375,7714.5908203125,TiDE,DilatedRNN
+2024-06-21,7702.761,7688.1494,7697.3213,7612.8706,7652.19,7642.974,7654.4443,7693.222,7716.3687,7728.078,7628.3276,7724.7705,7677.8145,7669.136,7678.6035,7633.8896,7552.642,7573.852,7647.565,7666.9546,7680.0,7647.56494140625,7724.7705078125,TiDE,DilatedRNN
+2024-06-24,7666.507,7682.791,7694.0444,7581.3384,7661.3315,7643.7505,7644.6665,7699.1064,7712.4053,7720.885,7621.985,7715.659,7654.242,7680.4575,7685.1406,7635.349,7558.0073,7572.0703,7665.651,7669.4536,7680.0,7665.65087890625,7715.6591796875,TiDE,DilatedRNN
+2024-06-25,7635.0615,7702.766,7694.1514,7551.084,7662.6323,7668.9717,7639.3916,7697.0967,7713.051,7727.822,7635.73,7696.702,7642.5996,7695.541,7681.619,7638.457,7563.5337,7590.3696,7676.107,7670.294,7693.3335,7676.10693359375,7697.0966796875,TiDE,RNN
+2024-06-26,7649.637,7721.7197,7711.3506,7582.14,7666.932,7678.079,7645.996,7712.1377,7733.1294,7739.6733,7653.955,7713.8994,7646.944,7715.362,7695.6245,7646.0503,7568.721,7606.0415,7690.872,7683.9834,7716.6665,7690.8720703125,7713.8994140625,TiDE,DilatedRNN
+2024-06-27,7668.781,7726.75,7736.5986,7605.333,7678.265,7679.7017,7667.019,7739.203,7761.4956,7762.527,7676.667,7745.1177,7650.4077,7704.752,7709.2344,7649.617,7573.2476,7663.1025,7698.531,7634.0728,7723.3335,7698.53076171875,7745.11767578125,TiDE,DilatedRNN
+2024-06-28,7678.5503,7779.757,7736.7666,7635.7134,7686.452,7652.3403,7673.518,7741.302,7761.033,7772.073,7686.6113,7750.6206,7643.9385,7685.8247,7713.2505,7644.2285,7577.5815,7691.802,7703.728,7613.6733,7730.0,7703.72802734375,7750.62060546875,TiDE,DilatedRNN
+2024-07-01,7707.7183,7821.054,7743.386,7658.268,7693.7065,7649.9766,7708.0127,7749.8867,7768.6255,7769.013,7691.7144,7759.0566,7661.7173,7689.947,7721.156,7645.999,7582.3203,7717.933,7715.566,7626.284,7763.3335,7715.56591796875,7759.056640625,TiDE,DilatedRNN
+2024-07-02,7744.917,7840.945,7783.1,7679.3994,7717.6436,7653.1284,7735.708,7787.055,7806.216,7806.7393,7684.8047,7796.633,7692.6626,7722.7607,7756.991,7667.11,7588.7544,7762.754,7744.1157,7687.6206,7780.0,7744.11572265625,7796.6328125,TiDE,DilatedRNN
+2024-07-03,7756.8447,7833.0347,7791.33,7692.303,7731.192,7658.636,7735.062,7794.673,7812.861,7828.051,7669.74,7808.225,7703.547,7736.587,7780.4624,7680.1426,7596.911,7800.416,7746.292,7766.5444,7800.0,7746.2919921875,7808.22509765625,TiDE,DilatedRNN
+2024-07-04,7777.5674,7802.463,7810.804,7710.334,7750.339,7672.556,7765.826,7815.3413,7833.788,7856.353,7662.8096,7828.118,7724.6187,7755.444,7794.13,7694.624,7603.579,7779.0396,7766.8696,7784.5366,7800.0,7766.86962890625,7828.1181640625,TiDE,DilatedRNN
+2024-07-05,7774.443,7815.158,7802.195,7730.679,7760.772,7699.2754,7772.52,7811.5737,7823.363,7849.0454,7671.6973,7830.588,7724.645,7770.861,7787.985,7692.8857,7610.9624,7843.216,7780.922,7741.5913,7766.6665,7780.921875,7830.587890625,TiDE,DilatedRNN
+2024-07-08,7741.652,7795.0947,7758.8247,7705.325,7739.575,7708.672,7729.864,7765.0273,7781.328,7792.201,7676.9727,7784.113,7681.377,7766.846,7757.0146,7683.5537,7620.041,7824.98,7761.157,7705.362,7746.6665,7757.0146484375,7784.11279296875,NLinear,DilatedRNN
+2024-07-09,7722.379,7773.332,7745.256,7703.8765,7714.4985,7696.204,7714.165,7753.769,7769.6807,7768.346,7679.442,7764.165,7656.3105,7739.1113,7735.5195,7682.5645,7629.5483,7730.0054,7737.0923,7674.545,7720.0,7735.51953125,7764.1650390625,NLinear,DilatedRNN
+2024-07-10,7681.028,7717.214,7716.771,7678.915,7691.8003,7673.8325,7694.226,7723.2095,7737.119,7743.3765,7668.6836,7735.7046,7622.0293,7709.8916,7703.371,7681.628,7638.6084,7685.624,7705.2163,7572.698,7693.3335,7703.37109375,7735.70458984375,NLinear,DilatedRNN
+2024-07-11,7658.803,7691.899,7693.4927,7628.336,7667.141,7692.159,7681.347,7691.846,7710.5137,7719.479,7664.594,7703.5093,7614.391,7682.582,7677.6763,7669.17,7646.273,7670.814,7672.55,7596.5063,7686.6665,7672.5498046875,7703.50927734375,TiDE,DilatedRNN
+2024-07-12,7676.212,7648.007,7695.028,7632.622,7659.2656,7675.7134,7674.6196,7698.6304,7713.1284,7720.5,7665.8413,7702.9937,7618.092,7679.028,7672.112,7670.9697,7654.107,7660.484,7659.426,7646.4487,7680.0,7659.42578125,7702.99365234375,TiDE,DilatedRNN
+2024-07-15,7678.672,7635.1934,7688.594,7673.1636,7661.822,7659.833,7658.5225,7688.3613,7705.9653,7715.205,7663.1875,7697.0034,7632.9126,7676.2285,7670.711,7666.7173,7661.3223,7665.7705,7658.569,7673.7856,7680.0,7658.56884765625,7697.00341796875,TiDE,DilatedRNN
+2024-07-16,7651.1963,7671.8643,7692.7793,7689.266,7668.141,7660.758,7659.064,7692.6074,7711.3687,7719.3364,7655.1997,7696.3184,7641.5664,7667.5435,7679.9424,7684.551,7665.083,7669.101,7668.982,7684.137,7666.6665,7668.98193359375,7696.318359375,TiDE,DilatedRNN
+2024-07-17,7641.057,7668.16,7673.4707,7659.7456,7664.6436,7654.2183,7660.926,7676.708,7690.0596,7700.99,7651.0034,7671.7466,7644.4805,7651.2144,7662.9976,7678.6094,7664.9775,7672.349,7664.7246,7691.682,7660.0,7662.99755859375,7676.7080078125,NLinear,RNN
+2024-07-18,7664.9663,7658.162,7670.0312,7637.7866,7660.393,7658.6377,7659.826,7666.5015,7687.943,7698.4805,7644.2812,7672.947,7654.7686,7652.1245,7661.8545,7665.935,7664.4287,7680.0693,7657.525,7684.0337,7656.6665,7657.52490234375,7672.94677734375,TiDE,DilatedRNN
+2024-07-19,7665.551,7670.8184,7667.205,7635.584,7660.325,7668.8765,7658.371,7665.8726,7684.399,7695.584,7643.105,7674.286,7663.725,7643.517,7663.8926,7656.084,7663.769,7700.3984,7657.9575,7680.189,7656.6665,7657.95751953125,7674.2861328125,TiDE,DilatedRNN
+2024-07-22,7654.73,7659.601,7668.9697,7621.6406,7661.3525,7680.211,7656.679,7664.0444,7686.7466,7703.269,7644.0737,7678.368,7673.4263,7659.1533,7658.6733,7652.0737,7664.192,7711.589,7657.0005,7666.682,7640.0,7657.00048828125,7678.3681640625,TiDE,DilatedRNN
+2024-07-23,7627.1523,7658.6284,7644.8213,7588.283,7648.253,7672.1426,7633.9795,7642.582,7660.825,7681.314,7644.153,7657.6543,7654.553,7659.5024,7642.755,7629.606,7664.6,7699.003,7638.695,7648.3765,7623.3335,7638.69482421875,7657.654296875,TiDE,DilatedRNN
+2024-07-24,7615.709,7655.3555,7628.3022,7592.2227,7632.9834,7642.4775,7617.965,7623.56,7644.383,7647.4067,7638.715,7634.554,7637.802,7656.283,7626.516,7606.3687,7663.527,7680.975,7623.4233,7643.556,7623.3335,7623.42333984375,7634.55419921875,TiDE,DilatedRNN
+2024-07-25,7626.8325,7642.017,7633.9727,7613.0454,7627.47,7633.412,7616.6157,7627.667,7651.0903,7641.8286,7629.514,7638.695,7636.3535,7667.2534,7627.4736,7601.07,7661.254,7681.911,7620.475,7654.3047,7616.6665,7620.47509765625,7638.69482421875,TiDE,DilatedRNN
+2024-07-26,7632.3335,7621.389,7624.5327,7645.1714,7622.8755,7627.1255,7601.437,7616.045,7639.7183,7631.0366,7618.541,7630.3594,7640.373,7653.941,7615.7593,7592.512,7658.7373,7678.8228,7610.201,7671.363,7606.6665,7610.201171875,7630.359375,TiDE,DilatedRNN
+2024-07-29,7639.817,7612.397,7614.2046,7662.6333,7615.0605,7627.332,7595.5796,7606.813,7629.5977,7619.9873,7608.5356,7623.0024,7640.0957,7621.7676,7607.5703,7582.705,7655.2964,7666.2646,7606.5913,7680.2124,7593.3335,7606.59130859375,7623.00244140625,TiDE,DilatedRNN
+2024-07-30,7622.5933,7600.343,7599.369,7641.5083,7603.544,7616.735,7589.474,7594.733,7613.7637,7596.824,7595.4326,7602.523,7632.3496,7602.386,7598.679,7575.2354,7651.0396,7639.919,7595.3047,7623.996,7593.3335,7594.73291015625,7602.52294921875,RNN,DilatedRNN
+2024-07-31,7600.5137,7608.838,7604.4766,7579.5146,7596.772,7610.0127,7590.8696,7595.068,7620.02,7591.898,7582.3994,7602.827,7610.2764,7587.5996,7602.196,7574.5547,7647.164,7610.417,7593.199,7617.0186,7583.3335,7593.19921875,7604.4765625,TiDE,LSTM
+2024-08-01,7584.491,7591.163,7590.4097,7528.964,7586.1,7592.4385,7577.192,7583.059,7603.933,7577.833,7568.3164,7587.833,7585.2256,7581.496,7587.4717,7558.9497,7644.519,7583.2446,7579.941,7590.2993,7620.0,7579.94091796875,7590.40966796875,TiDE,LSTM
+2024-08-02,7616.686,7597.3223,7646.7744,7566.598,7608.6694,7612.445,7609.7285,7635.0947,7667.1523,7621.61,7575.381,7644.4077,7594.1055,7601.339,7624.826,7610.858,7644.519,7601.448,7605.9966,7619.8916,7623.3335,7605.99658203125,7646.7744140625,TiDE,LSTM
+2024-08-05,7623.7627,7589.9575,7636.6133,7586.836,7623.189,7622.1753,7610.896,7632.091,7651.12,7634.569,7591.59,7646.9155,7600.737,7606.681,7626.2812,7616.1694,7645.467,7618.9155,7617.3364,7621.257,7610.0,7617.33642578125,7646.91552734375,TiDE,DilatedRNN
+2024-08-06,7603.1816,7595.4126,7619.838,7605.9287,7619.7603,7611.853,7608.621,7609.997,7635.3276,7619.085,7602.162,7622.4756,7608.05,7622.342,7609.318,7605.9697,7645.6055,7639.8794,7622.1143,7612.494,7596.6665,7609.31787109375,7622.4755859375,NLinear,DilatedRNN
+2024-08-07,7592.1763,7592.882,7604.5503,7626.968,7607.001,7596.989,7595.7314,7603.804,7618.5483,7598.3823,7603.147,7605.9805,7599.848,7619.703,7598.383,7599.847,7644.638,7643.8364,7607.1978,7614.267,7586.6665,7598.3828125,7607.19775390625,NLinear,TiDE
+2024-08-08,7586.1543,7584.4385,7594.6,7599.368,7593.31,7582.252,7584.5654,7583.1978,7608.705,7574.1445,7597.163,7590.6973,7575.036,7598.8667,7586.7817,7593.286,7641.5493,7614.1875,7591.3506,7610.715,7583.3335,7583.19775390625,7594.60009765625,RNN,LSTM
+2024-08-09,7576.485,7582.335,7593.273,7585.825,7584.1606,7586.2075,7583.898,7582.833,7607.375,7572.595,7593.067,7593.8784,7574.7607,7583.666,7577.901,7587.4883,7638.005,7594.3633,7581.234,7617.9976,7583.3335,7577.90087890625,7593.87841796875,NLinear,DilatedRNN
+2024-08-12,7575.626,7573.1284,7594.5645,7563.653,7581.976,7582.934,7581.995,7586.456,7608.736,7575.6455,7589.7466,7596.4355,7572.6567,7578.667,7573.8115,7582.9087,7634.5464,7587.757,7580.688,7589.651,7586.6665,7573.8115234375,7596.435546875,NLinear,DilatedRNN
+2024-08-13,7576.8545,7573.6294,7599.734,7549.209,7581.6675,7588.3296,7586.276,7590.1167,7614.351,7589.074,7587.6333,7605.076,7577.5,7586.067,7579.822,7587.4487,7632.0903,7588.251,7584.79,7591.041,7593.3335,7579.82177734375,7605.076171875,NLinear,DilatedRNN
+2024-08-14,7588.2583,7580.5776,7608.1997,7543.8965,7583.3633,7587.6274,7592.547,7600.562,7623.206,7583.5537,7584.056,7605.887,7590.909,7583.552,7593.6997,7596.7246,7629.9487,7583.4946,7588.2476,7596.7407,7590.0,7588.24755859375,7608.19970703125,TiDE,LSTM
+2024-08-15,7593.0757,7579.656,7601.4634,7529.6504,7582.257,7589.2915,7589.511,7593.4614,7615.524,7575.569,7576.2905,7597.073,7586.902,7572.7607,7588.461,7596.389,7627.371,7567.4614,7583.957,7608.2563,7583.3335,7583.95703125,7601.46337890625,TiDE,LSTM
+2024-08-16,7586.149,7569.996,7593.929,7514.975,7578.3286,7583.971,7580.966,7585.7134,7608.005,7570.6206,7570.109,7592.928,7577.513,7570.173,7584.0444,7591.0464,7624.346,7556.504,7577.98,7601.3867,7583.3335,7577.97998046875,7593.92919921875,TiDE,LSTM
+2024-08-19,7594.745,7567.1577,7595.875,7563.9316,7579.266,7591.448,7583.5347,7587.4736,7610.099,7572.2188,7566.629,7595.985,7578.809,7562.983,7580.1973,7587.079,7621.3794,7557.738,7578.1226,7597.965,7570.0,7578.12255859375,7595.98486328125,TiDE,DilatedRNN
+2024-08-20,7579.69,7549.5083,7577.414,7576.1245,7570.128,7587.277,7570.395,7568.66,7589.487,7566.7505,7561.175,7580.983,7573.9497,7559.215,7563.7017,7578.237,7617.923,7548.4937,7565.124,7585.643,7570.0,7563.70166015625,7580.98291015625,NLinear,DilatedRNN
+2024-08-21,7584.279,7549.3906,7582.753,7575.3657,7568.2466,7584.27,7579.214,7573.007,7596.82,7568.5615,7558.4805,7580.1904,7579.2163,7555.7676,7567.6963,7568.8945,7614.2964,7552.8857,7568.7334,7573.092,7570.0,7567.6962890625,7582.7529296875,NLinear,LSTM
+2024-08-22,7583.703,7563.716,7581.84,7578.4624,7570.4243,7585.1714,7579.5317,7573.964,7594.553,7566.8755,7555.7344,7579.7183,7581.85,7557.408,7570.857,7564.0654,7610.427,7557.8296,7571.748,7572.579,7590.0,7570.85693359375,7581.83984375,NLinear,LSTM
+2024-08-23,7591.693,7580.9365,7610.2744,7577.62,7583.9946,7586.8555,7595.802,7597.002,7626.1646,7585.059,7560.513,7605.648,7586.4727,7580.0605,7588.2275,7581.87,7607.3535,7568.1787,7586.9067,7578.2905,7583.3335,7586.90673828125,7610.2744140625,TiDE,LSTM
+2024-08-26,7581.909,7582.105,7593.3726,7569.9956,7584.2666,7593.485,7585.0723,7587.2676,7605.7754,7577.062,7566.9434,7596.7886,7579.494,7588.081,7584.404,7576.37,7604.0767,7567.0103,7583.003,7593.894,7583.3335,7583.0029296875,7596.78857421875,TiDE,DilatedRNN
+2024-08-27,7578.7656,7577.596,7597.7173,7573.3887,7582.924,7599.5063,7582.8545,7587.592,7612.76,7580.639,7569.9253,7599.4966,7577.809,7596.2344,7580.952,7580.5815,7600.829,7588.529,7585.4907,7591.1187,7610.0,7580.9521484375,7599.49658203125,NLinear,DilatedRNN
+2024-08-28,7603.342,7568.98,7633.484,7591.465,7600.264,7612.3555,7604.1216,7624.7705,7650.6084,7607.261,7590.2188,7637.933,7594.213,7602.397,7610.396,7616.196,7598.767,7614.4526,7603.798,7596.2153,7610.0,7603.7978515625,7637.93310546875,TiDE,DilatedRNN
+2024-08-29,7602.6074,7574.9067,7623.2393,7595.7383,7606.5493,7612.5015,7598.9165,7611.2666,7637.062,7603.4346,7608.5684,7629.7183,7598.3555,7592.6533,7610.023,7615.4697,7597.31,7606.991,7610.1113,7601.6855,7613.3335,7610.02294921875,7629.71826171875,NLinear,DilatedRNN
+2024-08-30,7608.995,7602.0854,7629.694,7595.228,7609.8755,7619.1577,7606.8027,7620.1675,7646.3447,7613.6514,7626.8945,7634.2417,7602.903,7605.196,7607.3687,7615.4277,7596.5977,7613.776,7616.263,7596.193,7606.6665,7607.36865234375,7634.24169921875,NLinear,DilatedRNN
+2024-09-02,7604.801,7611.225,7617.1904,7590.7305,7606.878,7617.5435,7599.1646,7613.6436,7630.948,7601.7773,7633.9375,7625.1235,7604.0625,7602.784,7610.2915,7605.2173,7595.7163,7615.2495,7603.5312,7588.053,7583.3335,7603.53125,7625.12353515625,TiDE,DilatedRNN
+2024-09-03,7584.1245,7599.737,7587.322,7583.9824,7587.1987,7593.444,7574.9097,7577.949,7600.2627,7575.7505,7621.904,7590.6353,7589.952,7583.71,7584.714,7571.9067,7594.2563,7601.5454,7578.65,7585.8413,7562.5,7577.94921875,7590.63525390625,RNN,DilatedRNN
+2024-09-04,7567.824,7576.505,7567.188,7571.672,7567.2915,7574.6377,7562.3315,7562.509,7579.0073,7547.7134,7604.775,7562.5796,7574.178,7572.5264,7565.2627,7556.4746,7591.959,7588.907,7560.808,7582.3877,7535.0,7560.80810546875,7567.18798828125,TiDE,LSTM
+2024-09-05,7545.363,7552.697,7536.8066,7572.7725,7543.651,7554.3413,7543.546,7530.691,7545.039,7525.549,7580.798,7526.2183,7551.9023,7551.9854,7529.328,7540.594,7588.3,7577.3257,7536.119,7562.6685,7475.0,7526.21826171875,7536.806640625,DilatedRNN,LSTM
+2024-09-06,7489.133,7530.058,7468.7744,7567.3276,7490.5117,7523.7383,7484.9873,7463.2505,7472.635,7487.3975,7541.511,7450.5845,7511.958,7517.2163,7469.2705,7511.4395,7581.111,7568.395,7483.826,7535.0005,7442.5,7450.58447265625,7483.826171875,DilatedRNN,TiDE
+2024-09-09,7477.117,7518.369,7445.954,7539.0093,7447.318,7499.805,7457.0615,7440.9644,7453.2925,7463.8975,7499.5024,7414.8423,7488.5547,7477.18,7432.6396,7497.9277,7572.1675,7548.2925,7447.319,7475.0,7422.5,7414.84228515625,7447.31884765625,DilatedRNN,TiDE
+2024-09-10,7456.845,7501.7964,7427.159,7514.639,7422.6504,7479.6123,7434.149,7419.5635,7435.077,7450.9585,7466.836,7396.4497,7459.599,7444.4565,7420.318,7478.975,7562.575,7523.6143,7425.641,7442.5005,7412.5,7396.44970703125,7427.1591796875,DilatedRNN,LSTM
+2024-09-11,7431.6255,7488.6543,7421.852,7484.7666,7405.9243,7468.9414,7418.0254,7409.3555,7431.287,7444.1343,7435.703,7386.4614,7435.07,7418.6245,7414.427,7467.43,7553.097,7497.191,7418.086,7422.5044,7387.5,7386.46142578125,7421.85205078125,DilatedRNN,LSTM
+2024-09-12,7398.9155,7473.7407,7392.9155,7436.311,7384.2783,7455.464,7387.8115,7391.3066,7405.7793,7437.6245,7402.3047,7358.9487,7406.2876,7400.438,7386.0737,7451.5513,7542.6953,7450.6377,7395.831,7412.513,7380.0,7358.94873046875,7395.8310546875,DilatedRNN,TiDE
+2024-09-13,7387.8896,7452.976,7392.8135,7394.6235,7370.539,7445.6494,7375.9326,7386.789,7406.796,7437.685,7380.101,7357.8223,7390.089,7401.1216,7384.2554,7432.3403,7532.57,7427.6304,7384.5337,7387.5723,7395.0,7357.822265625,7392.8134765625,DilatedRNN,LSTM
+2024-09-14,7398.7993,7448.375,7415.441,7368.936,7381.9165,7434.689,7389.771,7404.154,7424.274,7446.083,7377.001,7380.415,7384.063,7403.6597,7403.405,7426.286,7523.938,7425.343,7393.144,7381.0493,7375.0,7380.4150390625,7415.44091796875,DilatedRNN,LSTM
+2024-09-18,7373.2915,7433.293,7386.2817,7329.249,7376.5225,7412.147,7366.5063,7377.1455,7398.323,7444.707,7372.704,7360.6016,7359.803,7382.268,7384.2603,7407.7793,7514.7397,7414.364,7382.1943,7396.3286,7342.5,7360.6015625,7386.28173828125,DilatedRNN,LSTM
+2024-09-19,7345.1226,7423.377,7354.425,7277.346,7354.167,7386.274,7350.001,7351.2896,7372.9067,7441.945,7368.4575,7339.5356,7347.8315,7371.1387,7345.6553,7383.404,7504.317,7387.8447,7357.266,7375.537,7325.0,7339.53564453125,7357.26611328125,DilatedRNN,TiDE
+2024-09-20,7342.113,7401.0933,7341.356,7221.5303,7336.6265,7372.346,7341.57,7339.754,7361.2983,7437.128,7368.0703,7329.549,7347.6865,7356.94,7335.7065,7368.562,7493.4355,7352.697,7337.793,7355.5635,7340.0,7329.548828125,7341.35595703125,DilatedRNN,LSTM
+2024-09-23,7367.46,7401.626,7362.1274,7193.2334,7341.6265,7375.1855,7357.7134,7350.4214,7378.3364,7442.19,7372.963,7345.4175,7355.9424,7358.6597,7345.7485,7383.8457,7484.0073,7328.736,7335.9927,7350.6733,7310.0,7335.99267578125,7362.12744140625,TiDE,LSTM
+2024-09-24,7347.1147,7369.085,7327.081,7184.458,7324.368,7358.9688,7324.648,7320.32,7345.2017,7433.4097,7367.0254,7315.198,7335.1436,7339.2905,7318.8,7372.5312,7473.4976,7302.719,7309.4385,7311.446,7280.0,7309.4384765625,7327.0810546875,TiDE,LSTM
+2024-09-25,7337.6753,7343.423,7309.8496,7403.0806,7300.5327,7338.3438,7316.542,7302.593,7327.499,7421.257,7354.324,7295.57,7333.5522,7317.722,7283.226,7342.6353,7462.004,7437.9873,7292.3384,7281.339,7315.0,7283.22607421875,7309.849609375,NLinear,LSTM
+2024-09-26,7386.443,7341.6113,7345.3594,7435.3716,7318.423,7346.224,7348.728,7340.578,7362.8027,7431.1987,7356.005,7324.47,7353.4634,7337.6455,7320.6494,7354.5977,7452.84,7508.9277,7315.2466,7315.343,7310.0,7315.24658203125,7345.359375,TiDE,LSTM
+2024-09-27,7381.1523,7328.455,7332.751,7406.745,7317.0933,7346.1177,7331.7285,7320.922,7349.4653,7429.059,7351.805,7309.778,7334.6396,7314.3115,7316.954,7352.3813,7443.8965,7528.813,7306.6455,7311.1567,7310.0,7306.6455078125,7332.7509765625,TiDE,LSTM
+2024-09-29,7384.148,7327.3203,7337.9263,7345.993,7317.254,7344.337,7338.8794,7327.857,7355.927,7435.8457,7345.1724,7314.2725,7328.3086,7307.465,7313.571,7350.188,7434.77,7530.1475,7314.674,7313.312,7365.0,7313.57080078125,7337.92626953125,NLinear,LSTM
+2024-09-30,7415.5483,7352.2036,7403.8247,7401.7646,7357.2803,7360.5493,7371.521,7392.1,7410.08,7468.941,7351.29,7374.023,7353.451,7336.29,7371.5684,7373.648,7428.286,7573.3447,7362.6543,7365.419,7420.0,7362.654296875,7403.82470703125,TiDE,LSTM
+2024-10-08,7413.3945,7409.56,7462.212,7444.582,7405.36,7396.592,7407.198,7431.7627,7460.038,7500.726,7378.969,7438.9077,7375.618,7365.274,7425.3657,7423.0576,7424.1133,7630.5625,7411.881,7419.6147,7602.5,7411.880859375,7462.2119140625,TiDE,LSTM
+2024-10-09,7579.9136,7556.331,7696.391,7566.583,7555.9043,7556.577,7630.0776,7670.553,7702.6826,7638.44,7573.125,7705.029,7584.659,7484.1377,7607.144,7611.4097,7424.1807,7800.6523,7574.462,7602.4043,7602.5,7574.4619140625,7705.02880859375,TiDE,DilatedRNN
+2024-10-10,7575.556,7596.8594,7627.4697,7619.6753,7624.6846,7621.92,7625.8384,7623.2627,7632.9805,7668.692,7663.994,7679.769,7637.4146,7542.5396,7608.9062,7600.6807,7424.3745,7820.097,7604.8643,7602.445,7585.0,7604.8642578125,7679.76904296875,TiDE,DilatedRNN
+2024-10-11,7628.3525,7601.2695,7618.62,7603.426,7626.545,7664.978,7622.657,7592.526,7625.9805,7680.629,7699.009,7640.8784,7648.545,7571.6943,7587.699,7603.9985,7424.397,7784.8833,7599.9976,7584.982,7575.0,7587.69921875,7640.87841796875,NLinear,DilatedRNN
+2024-10-12,7633.6714,7618.3184,7594.081,7582.0444,7603.758,7674.045,7605.065,7599.9727,7602.329,7617.7256,7715.6797,7613.9717,7646.508,7571.1797,7574.506,7612.5513,7424.28,7735.8765,7567.147,7574.9883,7576.6665,7567.14697265625,7613.9716796875,TiDE,DilatedRNN
+2024-10-14,7653.8115,7630.65,7595.949,7555.7944,7563.8413,7673.0674,7578.9883,7559.2744,7606.2153,7590.246,7707.9873,7611.859,7658.074,7556.69,7561.975,7637.4814,7424.1416,7701.296,7546.0938,7576.522,7565.0,7546.09375,7611.85888671875,TiDE,DilatedRNN
+2024-10-15,7596.767,7620.2207,7575.4937,7504.657,7541.0205,7645.5586,7550.4136,7563.091,7584.5923,7583.523,7686.615,7594.4336,7631.9336,7525.2676,7535.7095,7624.8755,7423.746,7647.81,7536.9272,7564.884,7527.5,7535.70947265625,7594.43359375,NLinear,DilatedRNN
+2024-10-16,7537.3823,7620.9863,7528.687,7451.788,7512.351,7561.8174,7499.045,7525.2046,7534.814,7547.8413,7628.829,7523.7305,7571.3213,7509.3276,7482.4116,7535.017,7422.733,7588.291,7511.7427,7511.9014,7477.5,7482.41162109375,7528.68701171875,NLinear,LSTM
+2024-10-17,7490.326,7601.665,7475.7183,7413.3794,7458.587,7485.5034,7430.83,7471.655,7480.0522,7518.796,7557.303,7453.416,7502.926,7485.751,7450.027,7454.1074,7420.689,7541.86,7464.338,7475.21,7467.5,7450.02685546875,7475.71826171875,NLinear,LSTM
+2024-10-18,7478.6914,7618.038,7477.147,7401.9062,7435.4854,7470.6055,7414.927,7471.334,7483.3403,7473.5137,7506.429,7414.3467,7464.1704,7435.23,7464.471,7434.976,7418.427,7530.27,7448.0337,7474.4434,7370.0,7414.3466796875,7477.14697265625,DilatedRNN,LSTM
+2024-10-21,7351.325,7464.0684,7351.699,7378.6406,7367.1567,7417.7065,7318.4883,7356.1816,7369.5117,7432.8237,7407.6714,7312.0664,7372.3105,7358.3354,7360.0444,7332.5073,7413.2583,7488.466,7360.1094,7466.749,7362.5,7312.06640625,7360.109375,DilatedRNN,TiDE
+2024-10-22,7343.997,7420.612,7372.9697,7356.9673,7340.5815,7344.554,7320.6177,7369.7275,7394.9844,7425.4746,7345.69,7321.1733,7352.978,7331.069,7343.6045,7349.0527,7407.9307,7482.9194,7340.688,7370.032,7346.6665,7321.17333984375,7372.9697265625,DilatedRNN,LSTM
+2024-10-23,7318.6772,7349.6343,7351.2314,7343.7607,7327.8022,7308.2607,7313.7275,7354.39,7369.487,7419.8677,7297.3286,7311.081,7333.771,7306.1235,7315.158,7342.9746,7402.127,7461.3604,7329.7554,7362.5674,7357.5,7311.0810546875,7354.39013671875,DilatedRNN,RNN
+2024-10-24,7332.025,7332.764,7374.3057,7333.803,7329.642,7342.8223,7343.688,7356.9414,7392.5293,7430.7036,7278.939,7326.7446,7325.3706,7332.062,7342.685,7350.5093,7396.687,7458.3853,7342.085,7346.686,7352.5,7326.74462890625,7374.3056640625,DilatedRNN,LSTM
+2024-10-25,7341.7407,7293.0596,7366.416,7319.07,7339.9575,7359.9907,7370.539,7370.2656,7382.035,7432.9263,7259.4497,7324.0225,7321.687,7319.8354,7359.366,7336.285,7391.287,7460.455,7358.443,7357.544,7372.5,7324.0224609375,7370.265625,DilatedRNN,RNN
+2024-10-28,7344.7163,7319.588,7397.6895,7322.8574,7366.559,7356.09,7400.027,7384.104,7409.743,7443.9604,7265.258,7362.257,7344.6714,7345.896,7381.345,7355.776,7386.7656,7474.6475,7386.7627,7352.37,7373.3335,7362.2568359375,7397.689453125,DilatedRNN,LSTM
+2024-10-29,7359.088,7309.0547,7393.3633,7346.7866,7376.6016,7374.111,7393.552,7384.4277,7402.9043,7452.677,7299.626,7378.7036,7352.162,7395.1772,7389.317,7366.0664,7382.2856,7455.5195,7373.8604,7373.167,7380.0,7373.8603515625,7393.36328125,TiDE,LSTM
+2024-10-30,7358.9937,7341.4614,7405.327,7416.179,7381.4775,7426.024,7377.57,7389.754,7414.1113,7470.7134,7350.9463,7408.236,7357.6455,7411.459,7388.273,7396.682,7378.2446,7473.955,7359.314,7391.326,7330.0,7359.31396484375,7408.23583984375,TiDE,DilatedRNN
+2024-10-31,7312.557,7305.571,7340.6367,7456.835,7354.071,7421.741,7296.7534,7337.699,7358.049,7471.703,7350.2676,7369.018,7348.3887,7402.115,7340.3677,7326.1377,7372.685,7468.8223,7330.872,7388.265,7340.0,7330.8720703125,7369.01806640625,TiDE,DilatedRNN
+2024-11-01,7343.0796,7325.1807,7365.971,7418.3013,7350.2827,7392.953,7324.0703,7355.0913,7382.277,7474.6504,7365.0776,7377.864,7372.565,7387.9146,7340.9,7339.7134,7367.811,7459.85,7335.5547,7377.825,7363.3335,7335.5546875,7377.86376953125,TiDE,DilatedRNN
+2024-11-04,7386.9814,7346.146,7387.8896,7369.525,7364.3315,7391.7773,7341.5713,7376.175,7396.966,7479.0884,7375.335,7398.9766,7399.1343,7360.8267,7360.961,7393.3184,7364.0303,7461.721,7357.113,7379.3345,7360.0,7357.11279296875,7398.9765625,TiDE,DilatedRNN
+2024-11-05,7391.6396,7351.3486,7380.5674,7346.3066,7361.3833,7392.48,7346.1274,7362.837,7391.877,7478.332,7376.7046,7386.9214,7404.1196,7376.0854,7372.727,7392.836,7360.396,7451.457,7349.645,7347.054,7357.5,7349.64501953125,7386.92138671875,TiDE,DilatedRNN
+2024-11-06,7377.092,7346.6963,7380.05,7335.5605,7358.7593,7378.257,7347.794,7375.06,7391.6255,7476.481,7358.8145,7383.401,7388.878,7361.917,7379.123,7385.589,7356.9673,7412.6973,7342.4194,7377.9565,7383.3335,7342.41943359375,7383.40087890625,TiDE,DilatedRNN
+2024-11-07,7388.92,7358.8315,7413.8965,7342.1616,7375.1655,7391.0454,7372.7217,7398.935,7420.154,7477.761,7361.595,7396.028,7409.272,7366.393,7401.2744,7405.4556,7355.011,7421.774,7363.137,7384.1777,7366.6665,7363.13720703125,7413.896484375,TiDE,LSTM
+2024-11-08,7353.577,7344.835,7383.681,7340.6406,7369.751,7386.0073,7355.898,7370.138,7393.4155,7466.26,7359.2275,7360.3813,7396.274,7382.968,7375.964,7376.7217,7353.1333,7417.782,7356.342,7372.9907,7383.3335,7356.341796875,7383.68115234375,TiDE,LSTM
+2024-11-11,7379.677,7363.237,7413.3105,7352.355,7379.6235,7397.026,7377.8867,7396.5713,7420.5615,7476.661,7373.1416,7364.991,7411.7275,7361.132,7384.9604,7384.9736,7352.1616,7430.2075,7378.0415,7383.4736,7340.0,7364.9912109375,7413.310546875,DilatedRNN,LSTM
+2024-11-12,7341.773,7294.7446,7349.7324,7357.3145,7360.362,7414.3184,7341.369,7347.2217,7365.4424,7470.711,7359.694,7316.588,7389.091,7367.1177,7335.5503,7337.9497,7350.0835,7408.839,7358.534,7392.3843,7306.6665,7316.587890625,7358.5341796875,DilatedRNN,TiDE
+2024-11-13,7381.9844,7287.189,7351.8896,7350.5015,7376.168,7422.786,7383.6006,7340.7515,7387.0117,7469.263,7353.8335,7317.9937,7432.2583,7361.677,7364.9146,7332.752,7348.143,7431.786,7365.838,7405.645,7323.3335,7317.99365234375,7365.837890625,DilatedRNN,TiDE
+2024-11-14,7382.6113,7254.2183,7354.0425,7348.427,7380.5435,7393.6255,7401.7876,7312.5776,7382.1094,7465.3467,7365.012,7333.2656,7446.745,7349.9614,7346.7075,7327.2627,7336.2974,7436.182,7378.3853,7422.761,7353.3335,7312.57763671875,7378.38525390625,RNN,TiDE
+2024-11-15,7381.573,7295.5215,7368.1514,7328.4556,7378.2676,7388.905,7390.9395,7306.414,7388.541,7474.6323,7368.2896,7331.227,7442.024,7386.5894,7333.922,7323.2886,7347.498,7405.9243,7384.138,7402.899,7393.3335,7306.4140625,7384.13818359375,RNN,TiDE
+2024-11-18,7351.67,7319.0723,7406.2065,7316.1235,7375.257,7372.629,7385.8384,7357.068,7391.6016,7479.033,7371.178,7359.4624,7430.7607,7360.737,7375.305,7320.6978,7358.1577,7380.1997,7378.3477,7394.4897,7363.3335,7357.06787109375,7406.20654296875,RNN,LSTM

juxitingdataset/特征频度统计.csv

@@ -1,4 +1,4 @@
-日度(219),周度(94),119天(1)
+日度(219),周度(94),21天(1)
 PP主力收盘价拟合残差/丙烷 CP M1,PE注塑开工率/周,中国：华东地区：市场平均价：BOPP厚光膜
 华南聚丙烯基差（折盘面收盘价）,PP：看跌比例：中国（周）,
 华北聚丙烯基差（折盘面收盘价）,PP：看平比例：中国（周）,

juxitingdataset/特征频度统计.txt

@@ -1,4 +1,4 @@
-特征信息：总共有312个,日度(219),周度(94),119天(1), 详看 附1、特征列表
+特征信息：总共有312个,日度(219),周度(94),21天(1), 详看 附1、特征列表
         数据特征工程：
     1. 数据日期排序，新日期在最后
     2. 删除空列，特征数据列没有值，就删除

main_juxiting.py

@@ -70,12 +70,14 @@ def predict_main():
 
     import datetime
     # 判断当前日期是不是周一
-    is_weekday = datetime.datetime.now().weekday() == 0
+    is_weekday = datetime.datetime.now().weekday() == 1
     if is_weekday:
         logger.info('今天是周一，更新预测模型')
         # 计算最近20天预测残差最低的模型名称
     
         model_results = sqlitedb.select_data('trueandpredict',order_by = "ds DESC",limit = "20")
+        # 删除空值率为40%以上的列,删除空行
+        model_results = model_results.dropna(thresh=len(model_results)*0.6,axis=1)
         model_results = model_results.dropna()
         modelnames  = model_results.columns.to_list()[2:] 
         for col in model_results[modelnames].select_dtypes(include=['object']).columns:

main_yuanyou.py

@@ -117,6 +117,8 @@ def predict_main():
         # 计算最近20天预测残差最低的模型名称
 
         model_results = sqlitedb.select_data('trueandpredict', order_by="ds DESC", limit="20")
+        # 删除空值率为40%以上的列,删除空行
+        model_results = model_results.dropna(thresh=len(model_results)*0.6,axis=1)
         model_results = model_results.dropna()
         modelnames = model_results.columns.to_list()[2:]
         for col in model_results[modelnames].select_dtypes(include=['object']).columns: