文件名称:Recommend-System:推荐系统实现&FunkSVD
文件大小:933KB
文件格式:ZIP
更新时间:2024-04-01 03:47:09
系统开源
In [1]: from recommender import Recommender In [2]: rec = Recommender() In [3]: rec.fit(reviews_pth='train_data.csv', movies_pth= 'movies_clean.csv', learning_rate=.01, iters=10) Optimizaiton Statistics Iterations | Mean Squared Error 1 12.104043 2 5.437694 3 3.239180 4 2.105978 5 1.428226 6 0.999180 7 0.718810 8 0.530387 9 0.400264 10 0.308054 In [4]: rec.predict_rat
【文件预览】:
Recommend-System-master
----博文推荐系统实现-记录.ipynb(142KB)
----recommender.py(8KB)
----movies_clean.csv(3.57MB)
----train_data.csv(697KB)
----recommender_functions.py(3KB)
----recommender_template.py(825B)
----README.md(2KB)