├── LICENSE ├── README.md ├── notebooks ├── 00-download-m5-data.ipynb ├── 01-make-base-dataset.ipynb ├── 02-feature-engineering.ipynb ├── 03-train-model.ipynb ├── 04-make-forecast.ipynb ├── 05-plots-and-diagnostics.ipynb └── images │ └── recursive_forecasting │ ├── Slide1.png │ ├── Slide2.png │ ├── Slide3.png │ └── Slide4.png └── requirements.txt /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/KishManani/m5-forecasting-tutorial/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/KishManani/m5-forecasting-tutorial/HEAD/README.md -------------------------------------------------------------------------------- /notebooks/00-download-m5-data.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/KishManani/m5-forecasting-tutorial/HEAD/notebooks/00-download-m5-data.ipynb -------------------------------------------------------------------------------- /notebooks/01-make-base-dataset.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/KishManani/m5-forecasting-tutorial/HEAD/notebooks/01-make-base-dataset.ipynb -------------------------------------------------------------------------------- /notebooks/02-feature-engineering.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/KishManani/m5-forecasting-tutorial/HEAD/notebooks/02-feature-engineering.ipynb -------------------------------------------------------------------------------- /notebooks/03-train-model.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/KishManani/m5-forecasting-tutorial/HEAD/notebooks/03-train-model.ipynb -------------------------------------------------------------------------------- /notebooks/04-make-forecast.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/KishManani/m5-forecasting-tutorial/HEAD/notebooks/04-make-forecast.ipynb -------------------------------------------------------------------------------- /notebooks/05-plots-and-diagnostics.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/KishManani/m5-forecasting-tutorial/HEAD/notebooks/05-plots-and-diagnostics.ipynb -------------------------------------------------------------------------------- /notebooks/images/recursive_forecasting/Slide1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/KishManani/m5-forecasting-tutorial/HEAD/notebooks/images/recursive_forecasting/Slide1.png -------------------------------------------------------------------------------- /notebooks/images/recursive_forecasting/Slide2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/KishManani/m5-forecasting-tutorial/HEAD/notebooks/images/recursive_forecasting/Slide2.png -------------------------------------------------------------------------------- /notebooks/images/recursive_forecasting/Slide3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/KishManani/m5-forecasting-tutorial/HEAD/notebooks/images/recursive_forecasting/Slide3.png -------------------------------------------------------------------------------- /notebooks/images/recursive_forecasting/Slide4.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/KishManani/m5-forecasting-tutorial/HEAD/notebooks/images/recursive_forecasting/Slide4.png -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/KishManani/m5-forecasting-tutorial/HEAD/requirements.txt --------------------------------------------------------------------------------