Good Project To Learn

看透论文的整个流程

TO Learn

• CMake入门实战
• google-research/bert
• brightmart/albert_zh
• facebookresearch/dlrm
• shenweichen/DeepCTR
• ddbourgin/numpy-ml
• hexiangnan/neural_factorization_machine
• ChenglongChen/tensorflow-DeepFM
• suvigyavijay/DeepRecommender
• HIT-SCIR/ELMoForManyLangs
• robi56/Deep-Learning-for-Recommendation-Systems
• alibaba/x-deeplearning
• LLSean/data-mining
• yumeng5/Spherical-Text-Embedding
• xuwei517/FlinkExample
• Johnson0722/CTR_Prediction
• jdwittenauer/ipython-notebooks

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Summary Projects

• weiguozhao/LeetCodes
  • 自己刷的LeetCode
  • LeetCode大佬的azl397985856/leetcode
• wzhe06/Reco-papers
  • 推荐系统相关经典论文、资源等
• princewen/tensorflow_practice
  • TF实战练习，包括强化学习、推荐系统、NLP等
• kon9chunkit/GitHub-Chinese-Top-Charts
  • GitHub中文排行榜
• IBBD技术博客
  • 涉及大数据、前后端、后台、其他工具等

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Recommendation System

• Factorization Machines
  • fm_tensorflow_code

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Natural Language Processing

• DSSM论文阅读与总结
  • 微软深度网络的语义模型

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CV

• ImageNet Classification with Deep Convolutional Neural Networks
  • 经典CNN论文

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Machine Learning

• danielsabinasz/TensorSlow
  • Python实现的TensorFlow

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Distribute System

• dmlc/ps-lite
  • ps-lite架构的分布式

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Tools & Corpus

• fighting41love/funNLP
  • NLP相关的很多语料库和工具
• apachecn/sklearn-doc-zh
  • 翻译的scikit-learns

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Contest Experiences

• guoday/Tencent2019_Preliminary_Rank1st
  • 2019腾讯广告大赛冠军Code

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