qiuxiangsap

TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

annoy

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

EffectiveTensorflow

TensorFlow tutorials and best practices.

DeepCTR

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

models

Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.

angel

A Flexible and Powerful Parameter Server for large-scale machine learning

tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook

tensorflow-DeepFM

Tensorflow implementation of DeepFM for CTR prediction.

DeepRecommender

Deep learning for recommender systems

libffm

A Library for Field-aware Factorization Machines

mrec

A recommender systems development and evaluation package by Mendeley

Youtube-Recommendation-Tensorflow

code of paper `Deep Neural Networks for Youtube Recommendation`

product-nets

Tensorflow implementation of Product-based Neural Networks. An extended version is at https://github.com/Atomu2014/product-nets-distributed.

sequence-based-recommendations

BanditLib

Library of contextual bandits algorithms

wide_deep

Wide and Deep Learning for CTR Prediction in tensorflow

ConvMF

Code for our paper Convolutaional Matrix Factorization for Document Context-Aware Recommendation (RecSys 2016)

GraphEmbeddingRecommendationSystem

Python based Graph Propagation algorithm, DeepWalk to evaluate and compare preference propagation algorithms in heterogeneous information networks from user item relation ship.

dssm

Autoencoders_cf

widendeep

wide and deep labs and samples

NNRec

Neural models for Collaborative Filtering

Ads-RecSys-Datasets

This repository collects some datasets for Ads & RecSys uses, and provide easy-to-use hdf5 iterative access.

tensorflow-playground

Implementations of some Deep Learning models using tensorflow with scikit-learn like APIs

game2vec

TensorFlow implementation of word2vec applied on https://www.kaggle.com/tamber/steam-video-games dataset, using both CBOW and Skip-gram.

rnn-theano

RNN(LSTM, GRU) in Theano with mini-batch training; character-level language models in Theano

HybridLinUCB-python

Hybrid Linear UCB bandit learning algorithm L Li(2010) python code

CF_Bandit

XGBoost_LR_FFM_hyperopt

book