├── README.md ├── archive ├── shared_articles.csv └── users_interactions.csv ├── notebook ├── .ipynb_checkpoints │ └── recommenderSystemNotebook-checkpoint.ipynb └── recommenderSystemNotebook.ipynb ├── requirements.txt └── service ├── Dockerfile ├── content_based_recommender.py ├── content_based_recommender_model.p ├── item_ids.p ├── recommender_system_service.py ├── requirements.txt ├── tfidf_matrix.p └── user_profiles.p /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amrqura/end-to-end-recommender-system/HEAD/README.md -------------------------------------------------------------------------------- /archive/shared_articles.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amrqura/end-to-end-recommender-system/HEAD/archive/shared_articles.csv -------------------------------------------------------------------------------- /archive/users_interactions.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amrqura/end-to-end-recommender-system/HEAD/archive/users_interactions.csv -------------------------------------------------------------------------------- /notebook/.ipynb_checkpoints/recommenderSystemNotebook-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amrqura/end-to-end-recommender-system/HEAD/notebook/.ipynb_checkpoints/recommenderSystemNotebook-checkpoint.ipynb -------------------------------------------------------------------------------- /notebook/recommenderSystemNotebook.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amrqura/end-to-end-recommender-system/HEAD/notebook/recommenderSystemNotebook.ipynb -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amrqura/end-to-end-recommender-system/HEAD/requirements.txt -------------------------------------------------------------------------------- /service/Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amrqura/end-to-end-recommender-system/HEAD/service/Dockerfile -------------------------------------------------------------------------------- /service/content_based_recommender.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amrqura/end-to-end-recommender-system/HEAD/service/content_based_recommender.py -------------------------------------------------------------------------------- /service/content_based_recommender_model.p: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amrqura/end-to-end-recommender-system/HEAD/service/content_based_recommender_model.p -------------------------------------------------------------------------------- /service/item_ids.p: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amrqura/end-to-end-recommender-system/HEAD/service/item_ids.p -------------------------------------------------------------------------------- /service/recommender_system_service.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amrqura/end-to-end-recommender-system/HEAD/service/recommender_system_service.py -------------------------------------------------------------------------------- /service/requirements.txt: -------------------------------------------------------------------------------- 1 | numpy 2 | scipy 3 | flask 4 | pandas 5 | sklearn 6 | 7 | 8 | -------------------------------------------------------------------------------- /service/tfidf_matrix.p: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amrqura/end-to-end-recommender-system/HEAD/service/tfidf_matrix.p -------------------------------------------------------------------------------- /service/user_profiles.p: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amrqura/end-to-end-recommender-system/HEAD/service/user_profiles.p --------------------------------------------------------------------------------