推荐系统实现相似推荐的流程和资源

视频位于:链接

需要的资源整理:

本视频涉及的相关资源:

1、jieba中文分词库:

https://github.com/fxsjy/jieba

2、spark word2vec计算:

http://spark.apache.org/docs/latest/ml-features.html#word2vec

3、腾讯开源800万word2vec数据:

https://ai.tencent.com/ailab/nlp/embedding.html

4、Scipy的相似度计算函数:

https://docs.scipy.org/doc/scipy-0.14.0/reference/generated/scipy.spatial.distance.cosine.html

5、相似度近邻搜索优化算法LSH局部敏感哈希

http://spark.apache.org/docs/latest/ml-features.html#locality-sensitive-hashing

 

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