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zrant's Projects

metaembedding icon metaembedding

Codes for our SIGIR-2019 paper "Warm Up Cold-start Advertisements: Improving CTR Predictions via Learning to Learn ID Embeddings"

ml icon ml

Codes related to various ML Hackathons

ml-fraud-detection icon ml-fraud-detection

Credit card fraud detection through logistic regression, k-means, and deep learning.

ml-note icon ml-note

:orange_book:慢慢整理所学的机器学习算法,并根据自己所理解的样子叙述出来。(注重数学推导)

play-with-algorithm-interview icon play-with-algorithm-interview

Codes of my MOOC Course <Play with Algorithm Interviews>. Updated contents and practices are also included. 我在慕课网上的课程《玩儿转算法面试》示例代码。课程的更多更新内容及辅助练习也将逐步添加进这个代码仓。

play-with-machine-learning-algorithms icon play-with-machine-learning-algorithms

Code of my MOOC Course <Play with Machine Learning Algorithms>. Updated contents and practices are also included. 我在慕课网上的课程《Python3 入门机器学习》示例代码。课程的更多更新内容及辅助练习也将逐步添加进这个代码仓。

prml icon prml

PRML algorithms implemented in Python

python icon python

All Algorithms implemented in Python

recommender_systems_abc icon recommender_systems_abc

基于netflix prize开源数据集,从零开始构建热门推荐、相似推荐、item-based协同过滤算法,并离线评估算法的效果precision/recall,将推荐结果存于Redis,并通过flask构建推荐web服务。

resume icon resume

Latex生成的中英文个人简历

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