├── .DS_Store ├── .gitignore ├── Anomaly_Detection ├── .DS_Store ├── README.md ├── data_provider │ ├── __init__.py │ ├── data_factory.py │ ├── data_loader.py │ ├── m4.py │ └── uea.py ├── exp │ ├── exp_anomaly_detection.py │ └── exp_basic.py ├── layers │ └── Embed.py ├── models │ └── GPT4TS.py ├── run.py ├── scripts │ ├── MSL.sh │ ├── PSM.sh │ ├── SMAP.sh │ ├── SMD.sh │ └── SWAT.sh └── utils │ ├── __init__.py │ ├── losses.py │ ├── m4_summary.py │ ├── masking.py │ ├── metrics.py │ ├── timefeatures.py │ └── tools.py ├── Classification ├── .DS_Store ├── README.md ├── scripts │ ├── EthanolConcentration.sh │ ├── FaceDetection.sh │ ├── Handwriting.sh │ ├── Heartbeat.sh │ ├── JapaneseVowels.sh │ ├── PEMS-SF.sh │ ├── SelfRegulationSCP1.sh │ ├── SelfRegulationSCP2.sh │ ├── SpokenArabicDigits.sh │ └── UWaveGestureLibrary.sh └── src │ ├── .DS_Store │ ├── __init__.py │ ├── datasets │ ├── __init__.py │ ├── data.py │ ├── dataset.py │ ├── datasplit.py │ └── utils.py │ ├── main.py │ ├── models │ ├── __init__.py │ ├── embed.py │ ├── gpt4ts.py │ ├── loss.py │ └── ts_transformer.py │ ├── optimizers.py │ ├── options.py │ ├── running.py │ └── utils │ ├── __init__.py │ ├── analysis.py │ └── utils.py ├── Few-shot_Learning ├── .DS_Store ├── README.md ├── data_provider │ ├── data_factory.py │ └── data_loader.py ├── embed.py ├── main.py ├── models │ ├── DLinear.py │ ├── GPT4TS.py │ └── PatchTST.py ├── scripts │ ├── ETTh1.sh │ ├── ETTh2.sh │ ├── ETTm1.sh │ ├── ETTm2.sh │ ├── electricity.sh │ ├── illness.sh │ ├── traffic.sh │ └── weather.sh └── utils │ ├── __init__.py │ ├── metrics.py │ ├── timefeatures.py │ └── tools.py ├── Imputation ├── .DS_Store ├── README.md ├── data_provider │ ├── __init__.py │ ├── data_factory.py │ ├── data_loader.py │ ├── m4.py │ └── uea.py ├── exp │ ├── exp_basic.py │ └── exp_imputation.py ├── layers │ └── Embed.py ├── models │ └── GPT4TS.py ├── run.py ├── scripts │ ├── ETTh1.sh │ ├── ETTh2.sh │ ├── ETTm1.sh │ ├── ETTm2.sh │ ├── electricity.sh │ └── weather.sh └── utils │ ├── __init__.py │ ├── losses.py │ ├── m4_summary.py │ ├── masking.py │ ├── metrics.py │ ├── timefeatures.py │ └── tools.py ├── Long-term_Forecasting ├── .DS_Store ├── README.md ├── data_provider │ ├── data_factory.py │ └── data_loader.py ├── embed.py ├── main.py ├── models │ ├── DLinear.py │ ├── GPT4TS.py │ └── PatchTST.py ├── scripts │ ├── ETTh1.sh │ ├── ETTh2.sh │ ├── ETTm1.sh │ ├── ETTm2.sh │ ├── electricity.sh │ ├── illness.sh │ ├── traffic.sh │ └── weather.sh └── utils │ ├── __init__.py │ ├── metrics.py │ ├── timefeatures.py │ └── tools.py ├── README.md ├── Short-term_Forecasting ├── .DS_Store ├── README.md ├── data_provider │ ├── __init__.py │ ├── data_factory.py │ ├── data_loader.py │ ├── m4.py │ └── uea.py ├── exp │ ├── exp_basic.py │ └── exp_short_term_forecasting.py ├── layers │ └── Embed.py ├── models │ └── GPT4TS.py ├── run.py ├── scripts │ └── M4.sh └── utils │ ├── __init__.py │ ├── losses.py │ ├── m4_summary.py │ ├── masking.py │ ├── metrics.py │ ├── timefeatures.py │ └── tools.py ├── Zero-shot_Learning ├── .DS_Store ├── README.md ├── data_provider │ ├── data_factory.py │ └── data_loader.py ├── embed.py ├── layers │ ├── AutoCorrelation.py │ ├── Autoformer_EncDec.py │ ├── Conv_Blocks.py │ ├── ETSformer_EncDec.py │ ├── Embed.py │ ├── FourierCorrelation.py │ ├── MultiWaveletCorrelation.py │ ├── SelfAttention_Family.py │ └── Transformer_EncDec.py ├── main_test.py ├── models │ └── GPT4TS.py ├── scripts │ ├── m3_m4.sh │ ├── m3_tourism.sh │ ├── m4_electricity.sh │ ├── m4_m3.sh │ └── m4_tourism.sh └── utils │ ├── __init__.py │ ├── masking.py │ ├── metrics.py │ ├── timefeatures.py │ ├── tools.py │ └── tools_tsf.py ├── pic ├── anomaly_detection.png ├── classification_result.png ├── few_shot_result.png ├── imputation_result.png ├── long_term_result.png ├── main_result.png ├── model_structure.png ├── short_term_result.png └── zero_shot_result.png └── requirements.txt /.DS_Store: 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