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ad-papers

Papers on Computational Advertising

algorithm-practice-in-industry

搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）

algorithms

Several algorithms and data structures implemented in C++ by me (credited to others where necessary).

awesome-recsys

Must-read papers on recommendation systems (RecSys)

bert4keras

light reimplement of bert for keras

c-machine-learning

C语言手撕机器学习/深度学习算法

chinese-bert-wwm

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

competition-baseline

数据科学竞赛各种baseline代码、思路分享

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

ctr

CTR模型代码和学习笔记总结

daguanfengxian

DataFountain第五届达观杯第4名方案

data-competition-topsolution

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

data-science-competition

该仓库用于记录和定期提供各大数据科学竞赛的赛事消息和原创baseline，思路分享以及博主的一些竞赛心得和学习资料等. 主要涵盖：kaggle, 阿里天池，华为云大赛校园赛，百度aistudio，和鲸社区，datafountain等

decomprc

An original implementation of ACL 2019, "Multi-hop Reading Comprehension through Question Decomposition and Rescoring"

deep-learning-with-tensorflow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

deep_learning_estimator

深度学习在推荐算法的ctr预估等场景中的应用，该项目使用tensorflow estimator进行封装，包括dnn、deepfm、din、autoint等模型

deep_text_matching

implementation several deep text match (text similarly) models for keras . cdssm, arc-ii,match_pyramid, mvlstm ,esim, drcn ,bimpm, bert, albert, raberta

deepctr_tensorflow_keras_pytorch

Common Model about DeepCTR（WideDeep，DeepFM， DCN， XdeepFM）

digix_huawei_population_age_attribution_predict

华为_DigiX_算法精英大赛——人口年龄属性预测_ Rank14 方案

din

keras implementation about Deep Interest Network

diversefewshot_amazon

dl-4-tsc

Deep Learning for Time Series Classification

dl_eventextractionpapers

2015年以来基于深度学习方法的事件抽取论文整理

dwnlpinterview

Datawhale NLP 面筋

easy-rl

强化学习中文教程，在线阅读地址：https://datawhalechina.github.io/easy-rl/

es_dfm

code of our AAAI 2021 paper Capturing Delayed Feedback in Conversion Rate Prediction via Elapsed-Time Sampling

flinkexample

Flink代码实例

gnnpapers

Must-read papers on graph neural networks (GNN)

god-of-bigdata

专注大数据学习面试，大数据成神之路开启。Flink/Spark/Hadoop/Hbase/Hive...

gold-deep-rank

Deep neural network codes for ctr/cvr prediction task in ranking process implemented by Tensorflow (1.14/2.4.1 version), using tf.estimator api.