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recsysdevcode's Issues

125页:最下方文字错误

最下方文字“用户 A、B 和 C也都在 b 物品上进行了评分。”改为“用户A和用户C都在b物品进行了评分,用户B和用户C都在e物品进行了评分”

55页:小数定标标准化,j值计算错误

def DecimalScaling(self):
        arr_ = list()
        j = self.x_max // 10 if self.x_max % 10 == 0 else self.x_max // 10 + 1
        for x in self.arr:
            arr_.append(round(x / math.pow(10, j), 4))
        print("经过Decimal Scaling标准化后的数据为:\n{}".format(arr_))

25页:recommend()函数少了一行代码

    movies = dict()
    for (sim_user,sim) in newNU[:self.k]:
        for movieID in self.train[sim_user].keys():
            movies.setdefault(movieID,0)  #书中少了这句代码
            movies[movieID] += sim * self.train[sim_user][movieID]
    newMovies = sorted(movies.items(), key = lambda  k:k[1], reverse=True)
    return newMovies

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