didiwai

PyTorch-BigGraph

Generate embeddings from large-scale graph-structured data.

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

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

spinningup

An educational resource to help anyone learn deep reinforcement learning.

awesome-network-embedding

A curated list of network embedding techniques.

StarSpace

Learning embeddings for classification, retrieval and ranking.

usr2vec

Learning User Representations

smore

SMORe: Modularize Graph Embedding for Recommendation

openrec

OpenRec is an open-source and modular library for neural network-inspired recommendation algorithms

dien

Deep-Learning-for-Recommendation-Systems

This repository contains Deep Learning based articles , paper and repositories for Recommender Systems

machine-learning-yearning-cn

Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著

TensorFlow_Exercises

The codes I made while I practiced various TensorFlow examples

Tensorflow-101

TensorFlow Tutorials

TensorFlow-Course

:satellite: Simple and ready-to-use tutorials for TensorFlow

RSPapers

A Curated List of Must-read Papers on Recommender System.

Tencent_Ads_Algo_2018

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

CommunityDetection

Implements of community detection algorithms

mahout

Mirror of Apache Mahout

LSH_DeepLearning

Scalable and Sustainable Deep Learning via Randomized Hashing

annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

spark-FM-parallelSGD

Implementation of Factorization Machines on Spark using parallel stochastic gradient descent (python and scala)

lsh-spark

Locality Sensitive Hashing for Apache Spark

Optimal-LSH

This package provides an efficient implementation of locality-sensitve hashing (LSH)

amazon-dsstne

Deep Scalable Sparse Tensor Network Engine (DSSTNE) is an Amazon developed library for building Deep Learning (DL) machine learning (ML) models

tensorrec

A TensorFlow recommendation algorithm and framework in Python.

tencent-ad-game

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

Tencent2018_Lookalike_Rank7th

The code for 2018 Tencent College Algorithm Contest, and the online result ranks 7th.

nak

The Nak Machine Learning Library

DeepInf

DeepInf: Social Influence Prediction with Deep Learning