RecommendationSystemDemo：基于Surprise实现的具有完整功能的推荐系统服务，并利用Flask框架实现...
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2021-02-13
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RecommendationSystemDemo-main.zip （78个子文件） 
RecommendationSystemDemo-main my_data surprisedata logs 
log_runTrain_time.csv 166B log_user_rates.csv 1.12MB add_col.py 391B data items.csv 48KB users.csv 11KB recs recs_item_neighbor.csv 70KB recs_item_hotest.csv 1KB recs_final_2020_2_10.csv 502KB recs_item_user_favorite.csv 38KB img 
res.png 19KB 1.png 25KB 2.png 23KB fakedata fake_user_item_data.csv 207B fake_user_item_data.npy 448B fake_user_data.csv 112B user_item_data_database.csv 435B make_fake_data_id.py 2KB make_fake_data_true.py 1KB user_item_data_read.csv 207B movielens items_top_n_neighbors.csv 70KB u.data 1.89MB movies.csv 48KB user_top_n_favorites.csv 39KB movielens2csv.py 2KB u.genre 202B top_n_hotest_items.csv 285B user_rates_origin.csv 956KB u.item 231KB users.csv 11KB u.info 36B user_rates.csv 6.06MB suprisedata logs log_runTrain_time.csv 2KB log_user_rates.csv 1.88MB data users_bak.csv 11KB user_rates_origin.py 782B user_rates_origin_bak.csv 956KB items.csv 55KB users.csv 15KB user_rates_matrix.csv 6.06MB items_bak.csv 48KB recs recs_item_manual_set.csv 240B recs_final_2020_1_9.csv 727KB recs_item_neighbor.csv 70KB recs_item_hotest.csv 26KB recs_item_user_favorite.csv 48KB recs_final_2020_1_11.csv 823KB yx_recommender_system recommender_system.py 41KB algorithms __init__.py 400B predictions.py 2KB my_algorithm.py 6KB algo_base_bak.py 11KB __pycache__ random_pred.cpython-36.pyc 2KB FM.cpython-36.pyc 4KB predictions.cpython-37.pyc 2KB algo_base.cpython-37.pyc 10KB my_algorithm.cpython-36.pyc 3KB random_pred.cpython-37.pyc 2KB baseline_only.cpython-37.pyc 2KB knns.cpython-37.pyc 14KB algo_base.cpython-36.pyc 10KB __init__.cpython-37.pyc 1KB __init__.cpython-36.pyc 593B random_pred.py 1KB FM.py 9KB model_dm.out 841KB tests.py 11KB
requirements.txt 65B __init__.py 22B __pycache__ recommender_system.cpython-36.pyc 28KB data_loader.cpython-36.pyc 1KB __init__.cpython-36.pyc 169B model.txt 1.31MB server_implement.py 1006B yxdemo.py 830B LICENSE 1KB demo_client.py 0B README.md 4KB demo_server.py 1KB资源评论
