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adversarial_autoencoder

A wizard's guide to Adversarial Autoencoders

aegan

Code for “Auto-Embedding Generative Adversarial Networks for High Resolution Image Synthesis”

autorec

Autorec (Autoencoders Meet Collaborative Filtering)

cf-nade

A implementation of CF-NADE. Yin Zheng, et. al. "A Neural Autoregressive Approach to Collaborative Filtering", accepted by ICML 2016.

cfgan

Implementation of CFGAN.

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

collaborative-deep-learning-for-recommender-systems

The hybrid model combining stacked denoising autoencoder with matrix factorization is applied, to predict the customer purchase behavior in the future month according to the purchase history and user information in the Santander dataset.

collaborative-denoising-auto-encoder

Collaborative Denoising Auto-Encoder for Top-N Recommender Systems (CDAE)

convmf

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

deeprecommender

Deep learning for recommender systems

deeprecommender-1

An implementation of DeepRecommender in Tensorflow & Keras.

dl_tutorial

Tutorials for deep learning

gan-intro

implement-collaborative-deep-learning-for-recommender-systems

implement this paper "Collaborative Deep Learning for Recommender Systems" by python

interview-code-practice-python

面试题

irgan

IRGAN SIGIR paper experimental code

movie_recommender

MovieLens based recommender system.使用MovieLens数据集训练的电影推荐系统。

neural_collaborative_filtering

Neural Collaborative Filtering

nn_playground

Experimental keras implementation of novel neural network structures

nptdms

NumPy based Python module for reading TDMS files produced by LabView

numerai

Tensorflow wide and deep neural network model to produce top scoring predictions on hedgefund data set

openlearning4deeprecsys

Some deep learning based recsys for open learning.

python_data_analysis_and_mining_action

《python数据分析与挖掘实战》的代码笔记

recommendation-system

A side project to build recommendation systems of videos, and to explore related algorithms.

retro

Retro Games in Gym

rspapers

Must-read papers on Recommender System.

sdae-recommendation

SDAE-recommendation system

slim-lfm-recommendation

A simple recommendation evaluation system, the algorithm includes SLIM, LFM, ItemCF, UserCF

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等