DinLei

DeepFM-TF

在ChenglongChen的DFM基础上完善训练中日志的记录（for tensorboard）和保存关键数据（embeddings）

MyNeuralNetwork

手撸softmax+l2正则的神经网络

XgbWorkstation

离线python、spark两个版本训练xgboost+lr模型，线上提供简化版的xgboost-cpp接口

my_leetcode

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

neuropod

A uniform interface to run deep learning models from multiple frameworks

AdvancedReatures4Search

搜索项目的高级特征挖掘

adventures-in-ml-code

This repository holds all the code for the site http://www.adventuresinmachinelearning.com

algs4

Algorithms, 4th edition textbook code and libraries

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bid_test

category_encoders

A library of sklearn compatible categorical variable encoders

CcoOnSpark

基于CCO的推荐系统

Deep-Reinforcement-Learning-Algorithms-with-PyTorch

PyTorch implementations of deep reinforcement learning algorithms and environments

deep_learning_estimator_labels

深度学习，针对多目标任务，在推荐算法的ctr预估等场景中的应用，项目使用tensorflow estimator进行封装，包括esmm、mmoe模型

DeepCTR

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.DeepFM,DeepInterestNetwork(DIN),DeepInterestEvolutionNetwork(DIEN),DeepCrossNetwork(DCN),AttentionalFactorizationMachine(AFM),Neural Factorization Machine(NFM),AutoInt,Deep Session Interest Network(DSIN)

deeplearning.ai

Some work of Andrew Ng's course on Coursera

espnet

End-to-End Speech Processing Toolkit

incubator-gobblin

Gobblin is a distributed big data integration framework (ingestion, replication, compliance, retention) for batch and streaming systems. Gobblin features integrations with Apache Hadoop, Apache Kafka, Salesforce, S3, MySQL, Google etc.

QuerySimpleMatching

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

ReinforcementLearningOnTheWay

对强化学习导论《Reinforcement Learning - An Introduction》的学习，完成书中的习题、案例编程以及感悟

rtb-papers

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

SimpleSentimentClassifier

vanilla-rtb

Real Time Bidding (RTB) - Demand Side Platform framework

word2vec_cc_reading

word2vec源码 详细 解读

XFeaWithTF

YAD2K

YAD2K: Yet Another Darknet 2 Keras