Convert dataset to Parquet

README.md

@@ -4,461 +4,372 @@ configs:
 - config_name: anomaly
   data_files:
   - split: train
-    path:
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Logistic-Trend_point-anomaly-5pct_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Sin0.05_SNR20dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Sin0.05_point-anomaly-5pct_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Quadratic-Function_pulse-anomaly-1_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Sin0.05_pulse-anomaly-5_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Double-Sin_pulse-anomaly-1_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Linear-Trend_pulse-anomaly-10_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Double-Sin_pulse-anomaly-5_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Double-Sin_point-anomaly-0pct_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Linear-Trend_point-anomaly-20pct_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Five-Sin_point-anomaly-10pct_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Logistic-Trend_point-anomaly-0pct_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Logistic-Trend_SNR20dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Sin0.05_pulse-anomaly-3_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Logistic-Trend_pulse-anomaly-3_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Quadratic-Function_point-anomaly-5pct_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Logistic-Trend_pulse-anomaly-20_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Five-Sin_point-anomaly-15pct_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Five-Sin_SNR20dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Quadratic-Function_SNR20dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Double-Sin_point-anomaly-20pct_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Quadratic-Function_point-anomaly-20pct_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Double-Sin_point-anomaly-1pct_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Logistic-Trend_point-anomaly-1pct_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Five-Sin_point-anomaly-5pct_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Linear-Trend_SNR20dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Double-Sin_point-anomaly-5pct_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Logistic-Trend_pulse-anomaly-1_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Double-Sin_point-anomaly-15pct_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Quadratic-Function_point-anomaly-15pct_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Quadratic-Function_point-anomaly-10pct_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Sin0.05_point-anomaly-10pct_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Five-Sin_pulse-anomaly-3_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Five-Sin_pulse-anomaly-5_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Quadratic-Function_pulse-anomaly-20_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Sin0.05_point-anomaly-20pct_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Double-Sin_SNR20dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Linear-Trend_point-anomaly-10pct_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Logistic-Trend_point-anomaly-10pct_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Five-Sin_pulse-anomaly-20_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Linear-Trend_pulse-anomaly-5_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Sin0.05_pulse-anomaly-20_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Sin0.05_point-anomaly-15pct_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Five-Sin_pulse-anomaly-10_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Quadratic-Function_point-anomaly-1pct_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Quadratic-Function_pulse-anomaly-3_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Quadratic-Function_pulse-anomaly-5_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Logistic-Trend_point-anomaly-20pct_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Double-Sin_point-anomaly-10pct_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Sin0.05_point-anomaly-1pct_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Quadratic-Function_pulse-anomaly-10_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Five-Sin_pulse-anomaly-1_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Double-Sin_pulse-anomaly-20_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Linear-Trend_point-anomaly-5pct_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Linear-Trend_point-anomaly-15pct_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Logistic-Trend_point-anomaly-15pct_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Linear-Trend_pulse-anomaly-1_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Five-Sin_point-anomaly-1pct_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Linear-Trend_point-anomaly-1pct_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Sin0.05_pulse-anomaly-1_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Linear-Trend_point-anomaly-0pct_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Logistic-Trend_pulse-anomaly-5_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Logistic-Trend_pulse-anomaly-10_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Double-Sin_pulse-anomaly-3_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Linear-Trend_pulse-anomaly-20_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Five-Sin_point-anomaly-20pct_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Linear-Trend_pulse-anomaly-3_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Quadratic-Function_point-anomaly-0pct_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Double-Sin_pulse-anomaly-10_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Sin0.05_pulse-anomaly-10_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Five-Sin_point-anomaly-0pct_length5000.csv
-    - SynTS_Dataset/Dataset_generated_anomaly/dataset1_Sin0.05_point-anomaly-0pct_length5000.csv
-  description: 'Synthetic time series data from Dataset_generated_anomaly with columns:
-    Feature1, date'
+    path: anomaly/train-*
 - config_name: autocorrelation_long_dependency
   data_files:
   - split: train
-    path:
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset9_White-Noise_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset1_ARMA(2,2)_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset4_ARMA-Long-Dependency_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset10_Random-Walk_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset5_Random-Walk_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset2_White-Noise_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset6_Random-Walk_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset3_White-Noise_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset9_ARMA(1,1)_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset10_ARMA(2,2)_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset4_White-Noise_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset7_ARMA(2,2)_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset9_Random-Walk_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset2_ARMA-Long-Dependency_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset1_White-Noise_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset4_Random-Walk_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset8_ARMA(1,1)_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset4_ARMA(2,2)_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset3_ARMA(2,2)_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset2_ARMA(2,2)_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset8_ARMA-Long-Dependency_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset2_ARMA(1,1)_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset5_ARMA(2,2)_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset1_Random-Walk_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset9_ARMA-Long-Dependency_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset7_ARMA(1,1)_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset4_ARMA(1,1)_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset5_ARMA(1,1)_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset5_ARMA-Long-Dependency_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset6_ARMA(1,1)_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset6_ARMA(2,2)_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset8_White-Noise_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset9_ARMA(2,2)_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset10_ARMA-Long-Dependency_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset7_Random-Walk_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset6_White-Noise_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset10_ARMA(1,1)_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset1_ARMA(1,1)_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset1_ARMA-Long-Dependency_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset8_ARMA(2,2)_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset10_White-Noise_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset3_ARMA-Long-Dependency_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset2_Random-Walk_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset7_White-Noise_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset6_ARMA-Long-Dependency_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset3_Random-Walk_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset3_ARMA(1,1)_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset5_White-Noise_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset8_Random-Walk_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_autocorrelation-long-dependency/dataset7_ARMA-Long-Dependency_raw_length5000.csv
-  description: 'Synthetic time series data from Dataset_generated_autocorrelation-long-dependency
-    with columns: Feature1, date'
+    path: autocorrelation_long_dependency/train-*
 - config_name: complex_multivariate_struct0
   data_files:
   - split: train
-    path:
-    - SynTS_Dataset/Dataset_generated_complex_multivariate/dataset1_Lotka-Volterra_raw_length5000.csv
-  description: 'Synthetic time series data from Dataset_generated_complex_multivariate
-    with columns: Feature1, Feature2, date'
+    path: complex_multivariate_struct0/train-*
 - config_name: complex_multivariate_struct1
   data_files:
   - split: train
-    path:
-    - SynTS_Dataset/Dataset_generated_complex_multivariate/dataset1_Macro-Economy_raw_length5000.csv
-  description: 'Synthetic time series data from Dataset_generated_complex_multivariate
-    with columns: consumer_spending, date, gdp_growth, inflation, interest_rate, unemployment_rate'
+    path: complex_multivariate_struct1/train-*
 - config_name: complex_multivariate_struct2
   data_files:
   - split: train
-    path:
-    - SynTS_Dataset/Dataset_generated_complex_multivariate/dataset1_Weather-Sales_raw_length5000.csv
-  description: 'Synthetic time series data from Dataset_generated_complex_multivariate
-    with columns: beverage_sales, date, ice_cream_sales, rainfall, temperature, umbrella_sales'
+    path: complex_multivariate_struct2/train-*
 - config_name: complex_multivariate_struct3
   data_files:
   - split: train
-    path:
-    - SynTS_Dataset/Dataset_generated_complex_multivariate/dataset1_SIR-Model_raw_length5000.csv
-  description: 'Synthetic time series data from Dataset_generated_complex_multivariate
-    with columns: Feature1, Feature2, Feature3, date'
+    path: complex_multivariate_struct3/train-*
 - config_name: complex_multivariate_struct4
   data_files:
   - split: train
-    path:
-    - SynTS_Dataset/Dataset_generated_complex_multivariate/dataset1_Intervention-Effect_raw_length5000.csv
-  description: 'Synthetic time series data from Dataset_generated_complex_multivariate
-    with columns: date, economic_growth, employment_rate, market_confidence, negative_indicator'
+    path: complex_multivariate_struct4/train-*
 - config_name: complex_multivariate_struct5
   data_files:
   - split: train
-    path:
-    - SynTS_Dataset/Dataset_generated_complex_multivariate/dataset1_Ad-Sales_raw_length5000.csv
-  description: 'Synthetic time series data from Dataset_generated_complex_multivariate
-    with columns: ad_spend, date, sales'
+    path: complex_multivariate_struct5/train-*
 - config_name: complex_multivariate_struct6
   data_files:
   - split: train
-    path:
-    - SynTS_Dataset/Dataset_generated_complex_multivariate/dataset1_Supply-Demand-Price_raw_length5000.csv
-  description: 'Synthetic time series data from Dataset_generated_complex_multivariate
-    with columns: date, demand, price, supply'
+    path: complex_multivariate_struct6/train-*
 - config_name: complex_univariate
   data_files:
   - split: train
-    path:
-    - SynTS_Dataset/Dataset_generated_complex_univariate/dataset1_Network-Traffic_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_complex_univariate/dataset1_Economic-Indicator_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_complex_univariate/dataset1_Temperature-Sensor_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_complex_univariate/dataset1_Website-Traffic_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_complex_univariate/dataset1_Industrial-Sensor_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_complex_univariate/dataset1_Industrial-Sensor-Normal_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_complex_univariate/dataset1_Electricity-Consumption_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_complex_univariate/dataset1_Stock-Price_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_complex_univariate/dataset1_IoT-Sensor-Battery_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_complex_univariate/dataset1_Retail-Sales_raw_length5000.csv
-  description: 'Synthetic time series data from Dataset_generated_complex_univariate
-    with columns: Feature1, date'
+    path: complex_univariate/train-*
 - config_name: cross_variable_learning_struct0
   data_files:
   - split: train
-    path:
-    - SynTS_Dataset/Dataset_generated_cross-variable-learning/dataset1_Lag48_raw_length5000.csv
-  description: 'Synthetic time series data from Dataset_generated_cross-variable-learning
-    with columns: FeatureA_WhiteNoise, FeatureB_Lag48, date'
+    path: cross_variable_learning_struct0/train-*
 - config_name: cross_variable_learning_struct1
   data_files:
   - split: train
-    path:
-    - SynTS_Dataset/Dataset_generated_cross-variable-learning/dataset1_Lag10_raw_length5000.csv
-  description: 'Synthetic time series data from Dataset_generated_cross-variable-learning
-    with columns: FeatureA_WhiteNoise, FeatureB_Lag10, date'
+    path: cross_variable_learning_struct1/train-*
 - config_name: cross_variable_learning_struct2
   data_files:
   - split: train
-    path:
-    - SynTS_Dataset/Dataset_generated_cross-variable-learning/dataset1_SinNoiseComposite_raw_length5000.csv
-  description: 'Synthetic time series data from Dataset_generated_cross-variable-learning
-    with columns: FeatureA_Sin, FeatureB_Noise_0dB, FeatureC_Sum, date'
+    path: cross_variable_learning_struct2/train-*
 - config_name: cross_variable_learning_struct3
   data_files:
   - split: train
-    path:
-    - SynTS_Dataset/Dataset_generated_cross-variable-learning/dataset1_Lag5_raw_length5000.csv
-  description: 'Synthetic time series data from Dataset_generated_cross-variable-learning
-    with columns: FeatureA_WhiteNoise, FeatureB_Lag5, date'
+    path: cross_variable_learning_struct3/train-*
 - config_name: cross_variable_learning_struct4
   data_files:
   - split: train
-    path:
-    - SynTS_Dataset/Dataset_generated_cross-variable-learning/dataset1_Lag24_raw_length5000.csv
-  description: 'Synthetic time series data from Dataset_generated_cross-variable-learning
-    with columns: FeatureA_WhiteNoise, FeatureB_Lag24, date'
+    path: cross_variable_learning_struct4/train-*
 - config_name: datasetlength
   data_files:
   - split: train
-    path:
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Exponential-Trend_SNR0dB_length20000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Exponential-Trend_raw_length50000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Linear-Trend_SNR0dB_length20000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Double-Sin_SNR0dB_length1000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Five-Sin_SNR-10dB_length50000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Quadratic-Function_SNR20dB_length20000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Quadratic-Function_SNR0dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Exponential-Trend_SNR0dB_length10000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Five-Sin_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Exponential-Trend_SNR20dB_length50000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Sin0.005_SNR-10dB_length10000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Quadratic-Function_SNR20dB_length50000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Exponential-Trend_raw_length10000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Linear-Trend_SNR-10dB_length20000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Exponential-Trend_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Five-Sin_SNR0dB_length10000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Double-Sin_raw_length10000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Linear-Trend_SNR0dB_length10000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Double-Sin_SNR0dB_length10000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Linear-Trend_raw_length20000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Linear-Trend_SNR20dB_length10000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Sin0.005_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Five-Sin_SNR20dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Exponential-Trend_SNR-10dB_length10000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Quadratic-Function_SNR20dB_length10000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Exponential-Trend_SNR20dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Sin0.005_SNR20dB_length1000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Linear-Trend_SNR-10dB_length50000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Exponential-Trend_raw_length1000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Exponential-Trend_SNR-10dB_length1000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Quadratic-Function_SNR20dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Five-Sin_SNR20dB_length10000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Quadratic-Function_SNR-10dB_length10000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Five-Sin_raw_length10000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Sin0.005_SNR-10dB_length20000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Quadratic-Function_SNR0dB_length50000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Five-Sin_SNR20dB_length20000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Linear-Trend_SNR20dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Quadratic-Function_SNR-10dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Sin0.005_SNR20dB_length50000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Sin0.005_SNR-10dB_length50000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Sin0.005_SNR0dB_length1000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Quadratic-Function_raw_length10000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Sin0.005_SNR20dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Five-Sin_raw_length50000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Linear-Trend_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Double-Sin_SNR20dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Exponential-Trend_SNR20dB_length20000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Exponential-Trend_SNR0dB_length50000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Exponential-Trend_SNR-10dB_length20000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Sin0.005_raw_length1000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Five-Sin_SNR20dB_length50000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Five-Sin_raw_length20000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Double-Sin_SNR20dB_length1000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Sin0.005_SNR20dB_length10000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Sin0.005_SNR20dB_length20000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Double-Sin_SNR0dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Linear-Trend_SNR0dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Double-Sin_SNR-10dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Sin0.005_SNR0dB_length50000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Five-Sin_SNR-10dB_length20000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Linear-Trend_SNR20dB_length1000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Sin0.005_SNR0dB_length20000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Double-Sin_SNR-10dB_length1000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Double-Sin_SNR20dB_length20000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Double-Sin_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Quadratic-Function_SNR-10dB_length1000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Sin0.005_SNR0dB_length10000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Quadratic-Function_SNR0dB_length1000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Quadratic-Function_raw_length1000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Quadratic-Function_SNR-10dB_length50000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Sin0.005_SNR0dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Quadratic-Function_raw_length50000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Quadratic-Function_SNR0dB_length20000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Linear-Trend_SNR-10dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Linear-Trend_raw_length10000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Quadratic-Function_SNR-10dB_length20000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Five-Sin_SNR0dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Double-Sin_SNR-10dB_length50000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Exponential-Trend_SNR0dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Exponential-Trend_SNR-10dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Exponential-Trend_raw_length20000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Quadratic-Function_SNR0dB_length10000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Sin0.005_raw_length20000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Double-Sin_SNR-10dB_length10000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Double-Sin_SNR-10dB_length20000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Double-Sin_SNR20dB_length10000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Five-Sin_SNR-10dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Double-Sin_raw_length50000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Sin0.005_raw_length10000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Double-Sin_SNR0dB_length20000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Double-Sin_SNR0dB_length50000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Five-Sin_raw_length1000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Exponential-Trend_SNR20dB_length10000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Exponential-Trend_SNR20dB_length1000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Linear-Trend_raw_length50000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Linear-Trend_SNR20dB_length50000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Five-Sin_SNR0dB_length50000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Five-Sin_SNR0dB_length20000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Sin0.005_SNR-10dB_length1000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Linear-Trend_SNR0dB_length1000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Five-Sin_SNR20dB_length1000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Exponential-Trend_SNR0dB_length1000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Five-Sin_SNR-10dB_length1000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Sin0.005_raw_length50000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Quadratic-Function_raw_length20000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Five-Sin_SNR-10dB_length10000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Linear-Trend_SNR-10dB_length1000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Quadratic-Function_SNR20dB_length1000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Quadratic-Function_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Linear-Trend_SNR-10dB_length10000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Linear-Trend_SNR0dB_length50000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Linear-Trend_SNR20dB_length20000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Double-Sin_raw_length20000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Sin0.005_SNR-10dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Five-Sin_SNR0dB_length1000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Double-Sin_SNR20dB_length50000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Exponential-Trend_SNR-10dB_length50000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Linear-Trend_raw_length1000.csv
-    - SynTS_Dataset/Dataset_generated_datasetlength/dataset1_Double-Sin_raw_length1000.csv
-  description: 'Synthetic time series data from Dataset_generated_datasetlength with
-    columns: Feature1, date'
+    path: datasetlength/train-*
 - config_name: longdistance
   data_files:
   - split: train
-    path:
-    - SynTS_Dataset/Dataset_generated_longdistance/dataset1_twopulse-triangles_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_longdistance/dataset1_Triangle-Wave0.0025_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_longdistance/dataset1_Triangle-Wave0.005_raw_length5000.csv
-  description: 'Synthetic time series data from Dataset_generated_longdistance with
-    columns: Feature1, date'
+    path: longdistance/train-*
 - config_name: noise
   data_files:
   - split: train
-    path:
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Sin0.05_SNR0dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Sin0.05_SNR20dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Double-Sin_SNR10dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Quadratic-Function_SNR0dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Five-Sin_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Logistic-Trend_SNR10dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Quadratic-Function_SNR30dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Logistic-Trend_point-anomaly_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Linear-Trend_SNR30dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Linear-Trend_point-anomaly_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Sin0.05_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Logistic-Trend_SNR20dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Double-Sin_pulse-anomaly_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Five-Sin_SNR20dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Quadratic-Function_SNR20dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Logistic-Trend_SNR30dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Linear-Trend_SNR20dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Quadratic-Function_SNR-10dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Logistic-Trend_pulse-anomaly_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Quadratic-Function_pulse-anomaly_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Quadratic-Function_point-anomaly_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Five-Sin_point-anomaly_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Linear-Trend_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Double-Sin_SNR20dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Logistic-Trend_SNR0dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Double-Sin_SNR0dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Linear-Trend_SNR0dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Double-Sin_SNR-10dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Linear-Trend_SNR10dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Double-Sin_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Sin0.05_SNR10dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Five-Sin_SNR10dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Five-Sin_pulse-anomaly_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Quadratic-Function_SNR10dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Sin0.05_SNR-10dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Linear-Trend_SNR-10dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Five-Sin_SNR0dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Double-Sin_point-anomaly_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Linear-Trend_pulse-anomaly_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Double-Sin_SNR30dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Five-Sin_SNR-10dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Sin0.05_SNR30dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Five-Sin_SNR30dB_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Logistic-Trend_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Quadratic-Function_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Sin0.05_pulse-anomaly_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Sin0.05_point-anomaly_length5000.csv
-    - SynTS_Dataset/Dataset_generated_noise/dataset1_Logistic-Trend_SNR-10dB_length5000.csv
-  description: 'Synthetic time series data from Dataset_generated_noise with columns:
-    Feature1, date'
+    path: noise/train-*
 - config_name: period
   data_files:
   - split: train
-    path:
-    - SynTS_Dataset/Dataset_generated_period/dataset1_Triple-Sin_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_period/dataset1_Five-Sin_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_period/dataset1_Sin0.05_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_period/dataset1_Sin0.005_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_period/dataset1_Ten-Sin_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_period/dataset1_Double-Sin_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_period/dataset1_Sawtooth-Wave_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_period/dataset1_Triangle-Wave_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_period/dataset1_Square-Wave_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_period/dataset1_Exp-Sine-Wave_raw_length5000.csv
-  description: 'Synthetic time series data from Dataset_generated_period with columns:
-    Feature1, date'
+    path: period/train-*
 - config_name: trend
   data_files:
   - split: train
-    path:
-    - SynTS_Dataset/Dataset_generated_trend/dataset1_Gompertz-Trend_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_trend/dataset1_Step-Function_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_trend/dataset1_Power-Law-Trend_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_trend/dataset1_Exponential-Trend_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_trend/dataset1_Negative-Exponential-Trend_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_trend/dataset1_Linear-Trend_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_trend/dataset1_Logarithmic-Function_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_trend/dataset1_Piecewise-Linear_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_trend/dataset1_Logistic-Trend_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_trend/dataset1_Gaussian-Trend_raw_length5000.csv
-    - SynTS_Dataset/Dataset_generated_trend/dataset1_Quadratic-Function_raw_length5000.csv
-  description: 'Synthetic time series data from Dataset_generated_trend with columns:
-    Feature1, date'
+    path: trend/train-*
 task_categories:
 - time-series-forecasting
+dataset_info:
+- config_name: anomaly
+  features:
+  - name: date
+    dtype: int64
+  - name: Feature1
+    dtype: float64
+  splits:
+  - name: train
+    num_bytes: 5760000
+    num_examples: 360000
+  download_size: 5378809
+  dataset_size: 5760000
+- config_name: autocorrelation_long_dependency
+  features:
+  - name: date
+    dtype: int64
+  - name: Feature1
+    dtype: float64
+  splits:
+  - name: train
+    num_bytes: 4000000
+    num_examples: 250000
+  download_size: 3735387
+  dataset_size: 4000000
+- config_name: complex_multivariate_struct0
+  features:
+  - name: date
+    dtype: string
+  - name: Feature1
+    dtype: float64
+  - name: Feature2
+    dtype: float64
+  splits:
+  - name: train
+    num_bytes: 150000
+    num_examples: 5000
+  download_size: 123368
+  dataset_size: 150000
+- config_name: complex_multivariate_struct1
+  features:
+  - name: date
+    dtype: string
+  - name: interest_rate
+    dtype: float64
+  - name: inflation
+    dtype: float64
+  - name: gdp_growth
+    dtype: float64
+  - name: unemployment_rate
+    dtype: float64
+  - name: consumer_spending
+    dtype: float64
+  splits:
+  - name: train
+    num_bytes: 270000
+    num_examples: 5000
+  download_size: 266065
+  dataset_size: 270000
+- config_name: complex_multivariate_struct2
+  features:
+  - name: date
+    dtype: string
+  - name: temperature
+    dtype: float64
+  - name: rainfall
+    dtype: float64
+  - name: ice_cream_sales
+    dtype: float64
+  - name: umbrella_sales
+    dtype: float64
+  - name: beverage_sales
+    dtype: float64
+  splits:
+  - name: train
+    num_bytes: 270000
+    num_examples: 5000
+  download_size: 258007
+  dataset_size: 270000
+- config_name: complex_multivariate_struct3
+  features:
+  - name: date
+    dtype: string
+  - name: Feature1
+    dtype: float64
+  - name: Feature2
+    dtype: float64
+  - name: Feature3
+    dtype: float64
+  splits:
+  - name: train
+    num_bytes: 190000
+    num_examples: 5000
+  download_size: 165048
+  dataset_size: 190000
+- config_name: complex_multivariate_struct4
+  features:
+  - name: date
+    dtype: string
+  - name: economic_growth
+    dtype: float64
+  - name: employment_rate
+    dtype: float64
+  - name: market_confidence
+    dtype: float64
+  - name: negative_indicator
+    dtype: float64
+  splits:
+  - name: train
+    num_bytes: 230000
+    num_examples: 5000
+  download_size: 218653
+  dataset_size: 230000
+- config_name: complex_multivariate_struct5
+  features:
+  - name: date
+    dtype: string
+  - name: ad_spend
+    dtype: float64
+  - name: sales
+    dtype: float64
+  splits:
+  - name: train
+    num_bytes: 150000
+    num_examples: 5000
+  download_size: 123335
+  dataset_size: 150000
+- config_name: complex_multivariate_struct6
+  features:
+  - name: date
+    dtype: string
+  - name: supply
+    dtype: float64
+  - name: demand
+    dtype: float64
+  - name: price
+    dtype: float64
+  splits:
+  - name: train
+    num_bytes: 190000
+    num_examples: 5000
+  download_size: 145033
+  dataset_size: 190000
+- config_name: complex_univariate
+  features:
+  - name: date
+    dtype: int64
+  - name: Feature1
+    dtype: float64
+  splits:
+  - name: train
+    num_bytes: 800000
+    num_examples: 50000
+  download_size: 747380
+  dataset_size: 800000
+- config_name: cross_variable_learning_struct0
+  features:
+  - name: date
+    dtype: int64
+  - name: FeatureA_WhiteNoise
+    dtype: float64
+  - name: FeatureB_Lag48
+    dtype: float64
+  splits:
+  - name: train
+    num_bytes: 120000
+    num_examples: 5000
+  download_size: 122635
+  dataset_size: 120000
+- config_name: cross_variable_learning_struct1
+  features:
+  - name: date
+    dtype: int64
+  - name: FeatureA_WhiteNoise
+    dtype: float64
+  - name: FeatureB_Lag10
+    dtype: float64
+  splits:
+  - name: train
+    num_bytes: 120000
+    num_examples: 5000
+  download_size: 122989
+  dataset_size: 120000
+- config_name: cross_variable_learning_struct2
+  features:
+  - name: date
+    dtype: int64
+  - name: FeatureA_Sin
+    dtype: float64
+  - name: FeatureB_Noise_0dB
+    dtype: float64
+  - name: FeatureC_Sum
+    dtype: float64
+  splits:
+  - name: train
+    num_bytes: 160000
+    num_examples: 5000
+  download_size: 150800
+  dataset_size: 160000
+- config_name: cross_variable_learning_struct3
+  features:
+  - name: date
+    dtype: int64
+  - name: FeatureA_WhiteNoise
+    dtype: float64
+  - name: FeatureB_Lag5
+    dtype: float64
+  splits:
+  - name: train
+    num_bytes: 120000
+    num_examples: 5000
+  download_size: 123027
+  dataset_size: 120000
+- config_name: cross_variable_learning_struct4
+  features:
+  - name: date
+    dtype: int64
+  - name: FeatureA_WhiteNoise
+    dtype: float64
+  - name: FeatureB_Lag24
+    dtype: float64
+  splits:
+  - name: train
+    num_bytes: 120000
+    num_examples: 5000
+  download_size: 122857
+  dataset_size: 120000
+- config_name: datasetlength
+  features:
+  - name: date
+    dtype: int64
+  - name: Feature1
+    dtype: float64
+  splits:
+  - name: train
+    num_bytes: 33024000
+    num_examples: 2064000
+  download_size: 30150682
+  dataset_size: 33024000
+- config_name: longdistance
+  features:
+  - name: date
+    dtype: int64
+  - name: Feature1
+    dtype: float64
+  splits:
+  - name: train
+    num_bytes: 240000
+    num_examples: 15000
+  download_size: 127490
+  dataset_size: 240000
+- config_name: noise
+  features:
+  - name: date
+    dtype: int64
+  - name: Feature1
+    dtype: float64
+  splits:
+  - name: train
+    num_bytes: 3840000
+    num_examples: 240000
+  download_size: 3509672
+  dataset_size: 3840000
+- config_name: period
+  features:
+  - name: date
+    dtype: int64
+  - name: Feature1
+    dtype: float64
+  splits:
+  - name: train
+    num_bytes: 800000
+    num_examples: 50000
+  download_size: 514654
+  dataset_size: 800000
+- config_name: trend
+  features:
+  - name: date
+    dtype: int64
+  - name: Feature1
+    dtype: float64
+  splits:
+  - name: train
+    num_bytes: 880000
+    num_examples: 55000
+  download_size: 742881
+  dataset_size: 880000
 ---
 
 # SynTSBench: A Synthetic Time Series Benchmark