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reco-papers

Classic papers and resources on recommendation

recsys

计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估

recsys2019_deeplearning_evaluation

This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches"

reflection_summary

算法理论基础知识应知应会

reinforcement-learning-notebooks

A collection of Reinforcement Learning algorithms from Sutton and Barto's book and other research papers implemented in Python.

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

reverse-interview-zh

技术面试最后反问面试官的话

rl-stock

📈 如何用深度强化学习自动炒股

rtb-papers

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

sessionrec_narm

shift-ai-models-to-real-world-products

Share some useful guides and references about how to shift AI models to real world products or projects.

sohu_competition

Sohu's 2018 content recognition competition 1st solution(搜狐内容识别大赛第一名解决方案)

sptag

A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distributed online serving toolkits for large scale vector search scenario.

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

stock_market_reinforcement_learning

This project provides a stock market environment using OpenGym with Deep Q-learning and Policy Gradient.

student-resources

本文介绍的是利用学生身份可以享受到的相关学生优惠权益，但也希望各位享受权利的同时不要忘记自己的义务，不要售卖、转手自己的学生优惠资格，使得其他同学无法受益。

tencent-ad-game

第二届腾讯广告算法大赛（Rank 9） http://algo.tpai.qq.com/home/rankinglist/rankingList

tencent2019_finals_rank1st

2019腾讯广告算法大赛完整代码（冠军）

tencent2019_preliminary_rank1st

The code for 2019 Tencent College Algorithm Contest, and the online result ranks 1st in the preliminary.

tencent_ads_algo_2018

This repository maintains codes for tencent advertisement algorithm competition 2018. Our codes ranked the 3rd place in the final round.

tencent_social_ads

第一届腾讯社交广告高校算法大赛(全国14名)

tencent_social_ads2017_mobile_app_pcvr

Tencent Social Ads 2017 contest rank 20;2017腾讯社交广告高校算法大赛 移动App转化率预估 Rank20

tensorflow-deepfm

Tensorflow implementation of DeepFM for CTR prediction.

tensorflow-handbook

简单粗暴 TensorFlow 2.0 | A Concise Handbook of TensorFlow 2.0

tensorflow-internals

It is open source ebook about TensorFlow kernel and implementation mechanism.

tensorflow2_tutorials_chinese

tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

tf_repos

TensorFlow Script

tianchi-diabetes-top12

transformer

Transformer seq2seq model, program that can build a language translator from parallel corpus