├── LICENSE ├── README.md ├── model └── params.yaml ├── notebook └── forecast.ipynb ├── requirements.txt └── scripts ├── inference.py ├── interpret.py ├── preprocess.py └── train.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/danielhkt/deep-forecasting/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/danielhkt/deep-forecasting/HEAD/README.md -------------------------------------------------------------------------------- /model/params.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/danielhkt/deep-forecasting/HEAD/model/params.yaml -------------------------------------------------------------------------------- /notebook/forecast.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/danielhkt/deep-forecasting/HEAD/notebook/forecast.ipynb -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | joblib 2 | torch 3 | scikit-learn==0.21.3 4 | pyyaml 5 | shap -------------------------------------------------------------------------------- /scripts/inference.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/danielhkt/deep-forecasting/HEAD/scripts/inference.py -------------------------------------------------------------------------------- /scripts/interpret.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/danielhkt/deep-forecasting/HEAD/scripts/interpret.py -------------------------------------------------------------------------------- /scripts/preprocess.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/danielhkt/deep-forecasting/HEAD/scripts/preprocess.py -------------------------------------------------------------------------------- /scripts/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/danielhkt/deep-forecasting/HEAD/scripts/train.py --------------------------------------------------------------------------------