├── .gitignore ├── README.md ├── conf ├── __init__.py ├── conf.py ├── electricity.yaml ├── traffic.yaml └── volatility.yaml ├── data_formatters ├── __init__.py ├── base.py ├── electricity.py ├── favorita.py ├── traffic.py ├── utils.py └── volatility.py ├── dataset ├── __init__.py └── ts_dataset.py ├── env.yml ├── inference.py ├── main.py ├── models ├── temporal_fusion_t │ ├── __init__.py │ ├── add_and_norm.py │ ├── base.py │ ├── gated_linear_unit.py │ ├── gated_residual_network.py │ ├── interpretable_multi_head_attention.py │ ├── linear_layer.py │ ├── lstm_combine_and_mask.py │ ├── scaled_dot_product_attention.py │ ├── static_combine_and_mask.py │ ├── tft_model.py │ └── time_distributed.py ├── transformer │ ├── __init__.py │ ├── decoder.py │ ├── encoder.py │ ├── loss.py │ ├── multiHeadAttention.py │ ├── positionwiseFeedForward.py │ ├── transformer.py │ └── utils.py └── transformer_grn │ ├── __init__.py │ ├── decoder.py │ ├── encoder.py │ ├── loss.py │ ├── multiHeadAttention.py │ ├── positionwiseFeedForward.py │ ├── transformer.py │ └── utils.py ├── progress_bar.py ├── requirements.txt ├── scheduler.py ├── slurm.py ├── slurm └── Traffic_5TR.sh ├── trainer.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/stevinc/Transformer_Timeseries/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/stevinc/Transformer_Timeseries/HEAD/README.md -------------------------------------------------------------------------------- /conf/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/stevinc/Transformer_Timeseries/HEAD/conf/__init__.py -------------------------------------------------------------------------------- /conf/conf.py: 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