Machine Learning
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MrWrong
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在MovieLens数据集上用SVD进行评分预测
参考了Yehuda Koren 08年的论文Factorization Meets the Neighborhood: a Multifaceted Collaborative Filtering Model 代码如下: ''' Version:1.0 Created on 2014-02-25 @Author:Dior ''' import random import math impor原创 2014-02-25 19:47:27 · 8551 阅读 · 3 评论 -
SimpleTag_TFIDF
''' Created on 2014-03-05 @Author:Dior ''' import random import math import operator class SimpleTagBased(): #The constructor function def __init__(self,filename): self.filename=原创 2014-03-09 19:05:56 · 775 阅读 · 0 评论 -
SimpleTag_TFIDF++
''' Created on 2014-03-05 @Author:Dior ''' import random import math import operator class SimpleTagBased(): #The constructor function def __init__(self,filename): self.filename=原创 2014-03-09 19:07:45 · 837 阅读 · 4 评论 -
SimpleTagBased
''' Created on 2014-03-05 @Author:Dior ''' import random import math import operator class SimpleTagBased(): #The constructor function def __init__(self,filename): self.filename=原创 2014-03-09 19:04:50 · 1292 阅读 · 0 评论
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