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木下树的小白板儿 | 游走在学术圈和娱乐圈边缘的娃～

Skip to primary content. Skip to secondary content. Apply LDA to Generate User Interest Topics. 2015 年 07 月 09 日. We generate training dataset following these steps:. 1) Select "UserID, Query" from 1 year image search logs and then reduce the items by UserID and merge all DISTINCT Query. 2) Filter the dataset for heavy users. Then we got 1.5M users. Continue reading →. SVD Model in Recommender System. 2015 年 06 月 11 日. Continue reading →. 2015 年 06 月 10 日. In linear algebra, the singular value decomposit...

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木下树的小白板儿 | 游走在学术圈和娱乐圈边缘的娃～ | xieyan87.com Reviews

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Skip to primary content. Skip to secondary content. Apply LDA to Generate User Interest Topics. 2015 年 07 月 09 日. We generate training dataset following these steps:. 1) Select UserID, Query from 1 year image search logs and then reduce the items by UserID and merge all DISTINCT Query. 2) Filter the dataset for heavy users. Then we got 1.5M users. Continue reading →. SVD Model in Recommender System. 2015 年 06 月 11 日. Continue reading →. 2015 年 06 月 10 日. In linear algebra, the singular value decomposit...

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木下树的小白板儿 | 游走在学术圈和娱乐圈边缘的娃～ | xieyan87.com Reviews

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Skip to primary content. Skip to secondary content. Apply LDA to Generate User Interest Topics. 2015 年 07 月 09 日. We generate training dataset following these steps:. 1) Select "UserID, Query" from 1 year image search logs and then reduce the items by UserID and merge all DISTINCT Query. 2) Filter the dataset for heavy users. Then we got 1.5M users. Continue reading →. SVD Model in Recommender System. 2015 年 06 月 11 日. Continue reading →. 2015 年 06 月 10 日. In linear algebra, the singular value decomposit...

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湾区找工作小记 | 木下树的小白板儿

http://xieyan87.com/2015/06/湾区找工作小记

Skip to primary content. Skip to secondary content. 2015 年 06 月 05 日. 在他们公司的career页面上，我看到最低title是sensior xxx，以为他们公司喜欢把title起得很高，最后发现.人家真的只是招senior，而我简直不能再junior 尽管师兄非常热心地为我推荐了好几个组，我还是被拒了。简历阶段后，HR理我的只有Google，Facebook, Palantir, RocketFuel. RocketFuel, 和HR聊了一下，问了些关于简历的问题，就说会后续安排online coding和电面，然后消失了一段时间在我G和F的电面结束后，他厂HR又发信问我找工作情况如何，说有XX组的Manager对我的简历感兴趣; 我告诉了他我在美国的停留时间，希望可以安排面试。 Duang HR又消失了我都惊呆了 (00). 一周后收到邮件说正在安排onsite. 面完google后我发信给fb hr说我人在mountain view，于是给安排了几天后的面试。 This entry was posted in 实习&工作.

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An Incremental Sampling Method | 木下树的小白板儿

http://xieyan87.com/2014/12/an-incremental-sampling-method

Skip to primary content. Skip to secondary content. An Incremental Sampling Method. 2014 年 12 月 10 日. Sampling K points out of total N is trivial and we always use random number to determine sample current points or not. However, during our daily work, the total points size increases day by day, then how to sample K points in an incremental way is a challenge. The following algorithm introduces a smart and efficient sampling method and proof is also given after it. Step 1: Add first. Step 2: For index.

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Clustering Methods Review | 木下树的小白板儿

http://xieyan87.com/2014/12/clustering-methods-review

Skip to primary content. Skip to secondary content. 2014 年 12 月 10 日. Reference: Zhou Z H. Ensemble methods: foundations and algorithms[M]. CRC Press, 2012. Clustering aims to find the inherent structure of the unlabeled data by grouping them into clusters of objects. A satisfactory clustering method should increase the intra-cluster similarity while decrease inter-cluster similarity meanwhile. Define the sample sets. Then the clusters can be defined as. A partitioning method organizes. So that data poin...

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Apply LDA to Generate User Interest Topics | 木下树的小白板儿

http://xieyan87.com/2015/07/apply-lda-to-generate-user-interest-topics

Skip to primary content. Skip to secondary content. Apply LDA to Generate User Interest Topics. 2015 年 07 月 09 日. We generate training dataset following these steps:. 1) Select "UserID, Query" from 1 year image search logs and then reduce the items by UserID and merge all DISTINCT Query. 2) Filter the dataset for heavy users. Then we got 1.5M users. The following pics are sampled from entire 200 topics, we can find that the topics are very interesting and really different from each other.

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算法类 | 木下树的小白板儿

http://xieyan87.com/category/边学边记/算法类

Skip to primary content. Skip to secondary content. 2015 年 08 月 07 日. Apply LDA to Generate User Interest Topics. 2015 年 07 月 09 日. We generate training dataset following these steps: 1) Select "UserID, Query" from 1 year image search logs and then reduce the items by UserID and merge all DISTINCT Query 2) Filter the dataset for heavy users then we got 1.5M … Continue reading →. SVD Model in Recommender System. 2015 年 06 月 11 日. 2015 年 06 月 10 日. 2013 年 04 月 12 日. 它建立大顶堆的时间复杂度是O(KlogK)，然后每次更新堆顶元素复杂度是O(lo...

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xieyan87.com

木下树的小白板儿 | 游走在学术圈和娱乐圈边缘的娃～

Skip to primary content. Skip to secondary content. Apply LDA to Generate User Interest Topics. 2015 年 07 月 09 日. We generate training dataset following these steps:. 1) Select "UserID, Query" from 1 year image search logs and then reduce the items by UserID and merge all DISTINCT Query. 2) Filter the dataset for heavy users. Then we got 1.5M users. Continue reading →. SVD Model in Recommender System. 2015 年 06 月 11 日. Continue reading →. 2015 年 06 月 10 日. In linear algebra, the singular value decomposit...

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