├── README.md ├── ch01 └── 1-recsys-intro.ipynb ├── ch02 └── 2-recsys-experimental-method.ipynb ├── ch03 └── 3-recsys-evaluation-indices.ipynb ├── ch04 └── 4-use-user-behavior-data.ipynb ├── ch05 └── 5-user-based-collaborative-filtering.ipynb ├── ch06 └── 6-item-based-collaborative-filtering.ipynb ├── ch07 └── 7-recsys-lfm.ipynb ├── ch08 └── 8-cold-start.ipynb ├── ch09 └── 9-user-tag-data.ipynb ├── materials └── syllabus.md └── recsys_images ├── 640px-Long_tail.svg.png ├── amazon_packaging_sale.png ├── amazon_rec_pane.png ├── keywords_generation.png ├── recsys_ab_test_system.png ├── recsys_participants.png └── user_item_relations.png /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/edu2act/course-RecSys/HEAD/README.md -------------------------------------------------------------------------------- /ch01/1-recsys-intro.ipynb: -------------------------------------------------------------------------------- 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