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blog

Mainly used to store data, code and images of blogs.

bootstrap

The most popular HTML, CSS, and JavaScript framework for developing responsive, mobile first projects on the web.

cmfrec

Python/Tensorflow implementation of 'Relational learning via collective matrix factorization' with some extensions

convmf

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

cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

deep_matrix_factorization

MF using deep learning

deeprec

Implementation of Deep Learning based Recommender Algorithms with Tensorflow.

dlrm

An implementation of a deep learning recommendation model (DLRM)

gitskills

gnnpapers

Must-read papers on graph neural networks (GNN)

graphgan

A tensorflow implementation of GraphGAN (Graph Representation Learning with Generative Adversarial Nets)

graphsage

Representation learning on large graphs using stochastic graph convolutions.

graphwaveletneuralnetwork

A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)

java

记录学习Java的过程

learngit

learnpython

记录学习Python的过程

ml

记录学习《机器学习实战》的过程

mrec

A recommender systems development and evaluation package by Mendeley

nscr

SIGIR2017: Item Silk Road: Recommending Items from Information Domains to Social Users

openlearning4deeprecsys

Some deep learning based recsys for open learning.

probabilistic-matrix-factorization

Python Implementation of Probabilistic Matrix Factorization(PMF) Algorithm for building a recommendation system using MovieLens ml-100k | GroupLens dataset

recommendersystems

ripplenet

A tensorflow implementation of RippleNet

slim-recommendation

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

sr-gnn

Source code and datasets for the paper "Session-based Recommendation with Graph Neural Networks" (AAAI-19)

ssh-

SSH员工管理系统

tartarus

Deep Learning for audio and text

tpcf

Implementation of the paper "A Transfer Probabilistic Collective Factorization Model to Handle Sparse Data in Collaborative Filtering", ICDM 2014

xdeepfm