├── .gitignore ├── .pre-commit-config.yaml ├── README.md ├── data └── benzene_concentration_sample.csv ├── environment.yml ├── images ├── forecasting-to-regression-reduction.png ├── forecasting.png ├── reduction-relations.png ├── time-series-classification.png └── unified-framework.png └── notebooks ├── 1_intro.ipynb ├── 2_forecasting.ipynb ├── 3_classification.ipynb └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sktime/sktime-tutorial-pydata-global-2021/HEAD/.gitignore -------------------------------------------------------------------------------- /.pre-commit-config.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sktime/sktime-tutorial-pydata-global-2021/HEAD/.pre-commit-config.yaml -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sktime/sktime-tutorial-pydata-global-2021/HEAD/README.md -------------------------------------------------------------------------------- /data/benzene_concentration_sample.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sktime/sktime-tutorial-pydata-global-2021/HEAD/data/benzene_concentration_sample.csv -------------------------------------------------------------------------------- /environment.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sktime/sktime-tutorial-pydata-global-2021/HEAD/environment.yml -------------------------------------------------------------------------------- /images/forecasting-to-regression-reduction.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sktime/sktime-tutorial-pydata-global-2021/HEAD/images/forecasting-to-regression-reduction.png -------------------------------------------------------------------------------- /images/forecasting.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sktime/sktime-tutorial-pydata-global-2021/HEAD/images/forecasting.png -------------------------------------------------------------------------------- /images/reduction-relations.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sktime/sktime-tutorial-pydata-global-2021/HEAD/images/reduction-relations.png -------------------------------------------------------------------------------- /images/time-series-classification.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sktime/sktime-tutorial-pydata-global-2021/HEAD/images/time-series-classification.png -------------------------------------------------------------------------------- /images/unified-framework.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sktime/sktime-tutorial-pydata-global-2021/HEAD/images/unified-framework.png -------------------------------------------------------------------------------- /notebooks/1_intro.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sktime/sktime-tutorial-pydata-global-2021/HEAD/notebooks/1_intro.ipynb -------------------------------------------------------------------------------- /notebooks/2_forecasting.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sktime/sktime-tutorial-pydata-global-2021/HEAD/notebooks/2_forecasting.ipynb -------------------------------------------------------------------------------- /notebooks/3_classification.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sktime/sktime-tutorial-pydata-global-2021/HEAD/notebooks/3_classification.ipynb -------------------------------------------------------------------------------- /notebooks/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sktime/sktime-tutorial-pydata-global-2021/HEAD/notebooks/utils.py --------------------------------------------------------------------------------