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2018-ccf-bdci-china-unicom-research-institute-top2

2018-CCF大数据与计算智能大赛-面向电信行业存量用户的智能套餐个性化匹配模型联通赛-复赛第二名

2018-orange-financial-big-data-top9

2018年甜橙金融杯大数据建模大赛-初赛第四-复赛线上11-决赛9-复现top1解决方案

2018-top-2--by-ginaj-

2018科大讯飞营销赛top 2源码详尽解读-by GinaJ,超详细！！！！

bat_interviews

:blue_book:分享最新BAT面试题(包含机器学习,Linux,PHP,大数据,Python,Java,前端...),持续更新ing...

book-paper-note

books papers notes

data-competition-topsolution

Data competition Top Solution 数据竞赛top解决方案开源整理

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

deeplearning

深度学习相关的模型训练、评估和预测相关代码

fastai

The fastai deep learning library, plus lessons and and tutorials

how-to-use-xgb-lgb

这是一个专门教你使用xgb,lgb的github

icme2019-ctr

The Code for ICME2019 Grand Challenge: Short Video Understanding (Single Model Ranks 6th)

ijcai-18-top2-single-mole-solution

复赛第二名单模型方案，没有特征选择没有调参LGB单模型857个特征

kaggle

Kaggle 项目实战（教程） = 文档 + 代码 + 视频

kaggle-2014-criteo

kaggle_competition_treasure

Describe past Kaggle solutions

kaggle_criteo_ctr_challenge-

This is a kaggle challenge project called Display Advertising Challenge by CriteoLabs at 2014.这是2014年由CriteoLabs在kaggle上发起的广告点击率预估挑战项目。

kdxf

科大讯飞 top2solution

leeml-notes

李宏毅《机器学习》笔记，在线阅读地址：https://datawhalechina.github.io/leeml-notes

ml2020

NTU ML2020 课程笔记

o2o-coupon-usage-forecast

1st Place Solution for O2O Coupon Usage Forecast

ogeek-competition

亚军方案分享

provide-banks-with-precision-marketing-solutions-provide-banks-with-precision-marketing-solutions

「二分类算法」提供银行精准营销解决方案 | 练习赛-0.93984283

reclearn

Recommender Learning with Tensorflow2.x

tencent2018_final_phrase_presto

腾讯2018社交广告竞赛开源（决赛69名）

tencent2019_preliminary_rank1st

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

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等