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adabpr

awesome-network-embedding

A curated list of network embedding techniques.

awesome-recsys-papers

The awesome and classic papers in recommendation system!!! Good luck to every RecSys-learner!

awesome-transfer-learning

Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

bpr

Bayesian Personalized Ranking

bpr_mpr

BPR, Bayesian Personalized Ranking (BPR), extremely convenient BPR & Multiple Pairwise Ranking

collaborative-filtering-recommendation-engine

Survey of collaborative filtering techniques and their effectiveness as a movie recommendation system

deep_rs

entity2rec

entity2rec generates item recommendation using property-specific knowledge graph embeddings

expo-mf

Exposure Matrix Factorization: modeling user exposure in recommendation

gcn

Implementation of Graph Convolutional Networks in TensorFlow

gcn_tutorial

A tutorial on Graph Convolutional Neural Networks

lgrec

Source code for CIKM2018 paper "Local and Global Information Fusion for Top-N Recommendation in Heterogeneous Information Network"

librec

LibRec: A Leading Java Library for Recommender Systems, see

line

This is an implementation of LINE(Large-scale information network embedding) algorithm.

line-1

LINE: Large-scale information network embedding

line-2

TensorFlow implementation of paper "LINE: Large-scale Information Network Embedding" by Jian Tang, et al.

list_of_recommender_systems

A List of Recommender Systems and Resources

node2vec

nrlpapers

Must-read papers on network representation learning (NRL) / network embedding (NE)

probabilistic-matrix-factorization

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

pronet-core

A general-purpose network embedding framework: pair-wise representations optimization Network

psirecicdm2018

The implementation of PsiRec algorithm from ICDM 2018

reco-papers

Classic papers and resources on recommendation

recommendation-reading-list

This repository contains recommendation papers and codes, especially reinforcement learning and knowledge graph-based recommendation methods.

recq

RecQ: A Python Framework for Recommender Systems (TensorFlow Supported)

rsalgorithms

Some algorithms about traditional and social recommendation.

sparse_based_face_recognition

A Matlab implementation of Face Recognition using Sparse Representation.

sql-rank

A Novel Listwise Collaborative Ranking Algorithm published at ICML'18

technology-accumulation

This folder contains various types of technology knowledge