├── .gitignore ├── LICENSE ├── README.md ├── articles ├── cluster_stations.org └── predict_bike_availability.org ├── data ├── .gitkeep ├── bordeaux.tar.gz └── lyon.tar.gz ├── environment.yml ├── images ├── bordeaux-4-clusters.png ├── bordeaux-map-n_clusters-4.html ├── bordeaux-pattern.png ├── gbt_example.jpg ├── lyon-4-clusters.png ├── lyon-bordeaux-pattern.png ├── lyon-map-n_clusters-4.html ├── lyon-pattern.png ├── lyon-prediction-map.jpg ├── lyon_groundtruth.png ├── lyon_prediction.png ├── lyon_prediction_error.png └── lyon_prediction_training_curves.png ├── notebooks ├── Clustering-Bordeaux.ipynb ├── Clustering-Lyon.ipynb ├── Prediction-Lyon.ipynb └── shared_bike_timeseries.ipynb ├── requirements.txt └── sources └── prediction.py /.gitignore: -------------------------------------------------------------------------------- 1 | *~ 2 | *.pyc 3 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Oslandia/open-data-bikes-analysis/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Oslandia/open-data-bikes-analysis/HEAD/README.md -------------------------------------------------------------------------------- /articles/cluster_stations.org: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Oslandia/open-data-bikes-analysis/HEAD/articles/cluster_stations.org -------------------------------------------------------------------------------- /articles/predict_bike_availability.org: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Oslandia/open-data-bikes-analysis/HEAD/articles/predict_bike_availability.org -------------------------------------------------------------------------------- /data/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /data/bordeaux.tar.gz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Oslandia/open-data-bikes-analysis/HEAD/data/bordeaux.tar.gz -------------------------------------------------------------------------------- /data/lyon.tar.gz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Oslandia/open-data-bikes-analysis/HEAD/data/lyon.tar.gz -------------------------------------------------------------------------------- /environment.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Oslandia/open-data-bikes-analysis/HEAD/environment.yml -------------------------------------------------------------------------------- /images/bordeaux-4-clusters.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Oslandia/open-data-bikes-analysis/HEAD/images/bordeaux-4-clusters.png -------------------------------------------------------------------------------- /images/bordeaux-map-n_clusters-4.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Oslandia/open-data-bikes-analysis/HEAD/images/bordeaux-map-n_clusters-4.html -------------------------------------------------------------------------------- /images/bordeaux-pattern.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Oslandia/open-data-bikes-analysis/HEAD/images/bordeaux-pattern.png -------------------------------------------------------------------------------- /images/gbt_example.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Oslandia/open-data-bikes-analysis/HEAD/images/gbt_example.jpg -------------------------------------------------------------------------------- /images/lyon-4-clusters.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Oslandia/open-data-bikes-analysis/HEAD/images/lyon-4-clusters.png -------------------------------------------------------------------------------- /images/lyon-bordeaux-pattern.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Oslandia/open-data-bikes-analysis/HEAD/images/lyon-bordeaux-pattern.png -------------------------------------------------------------------------------- /images/lyon-map-n_clusters-4.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Oslandia/open-data-bikes-analysis/HEAD/images/lyon-map-n_clusters-4.html -------------------------------------------------------------------------------- /images/lyon-pattern.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Oslandia/open-data-bikes-analysis/HEAD/images/lyon-pattern.png -------------------------------------------------------------------------------- /images/lyon-prediction-map.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Oslandia/open-data-bikes-analysis/HEAD/images/lyon-prediction-map.jpg -------------------------------------------------------------------------------- /images/lyon_groundtruth.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Oslandia/open-data-bikes-analysis/HEAD/images/lyon_groundtruth.png -------------------------------------------------------------------------------- /images/lyon_prediction.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Oslandia/open-data-bikes-analysis/HEAD/images/lyon_prediction.png -------------------------------------------------------------------------------- /images/lyon_prediction_error.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Oslandia/open-data-bikes-analysis/HEAD/images/lyon_prediction_error.png -------------------------------------------------------------------------------- /images/lyon_prediction_training_curves.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Oslandia/open-data-bikes-analysis/HEAD/images/lyon_prediction_training_curves.png -------------------------------------------------------------------------------- /notebooks/Clustering-Bordeaux.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Oslandia/open-data-bikes-analysis/HEAD/notebooks/Clustering-Bordeaux.ipynb -------------------------------------------------------------------------------- /notebooks/Clustering-Lyon.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Oslandia/open-data-bikes-analysis/HEAD/notebooks/Clustering-Lyon.ipynb -------------------------------------------------------------------------------- /notebooks/Prediction-Lyon.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Oslandia/open-data-bikes-analysis/HEAD/notebooks/Prediction-Lyon.ipynb -------------------------------------------------------------------------------- /notebooks/shared_bike_timeseries.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Oslandia/open-data-bikes-analysis/HEAD/notebooks/shared_bike_timeseries.ipynb -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Oslandia/open-data-bikes-analysis/HEAD/requirements.txt -------------------------------------------------------------------------------- /sources/prediction.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Oslandia/open-data-bikes-analysis/HEAD/sources/prediction.py --------------------------------------------------------------------------------