All Categories → Machine Learning → collaborative-filtering

Top 88 collaborative-filtering open source projects

GCMC

Code for Graph Convolutional Matrix Factorization for Bipartite Edge Prediction

✭ 48

python shell collaborative-filtering edge-prediction matrix-completion graph-convolutional-networks

BARS

Towards open benchmarking for recommender systems https://openbenchmark.github.io/BARS

✭ 157

python cython C++benchmarking collaborative-filtering ranking recommender-system ctr-prediction item-matching

Recommender-System

In this code we implement and compared Collaborative Filtering algorithm, prediction algorithms such as neighborhood methods, matrix factorization-based ( SVD, PMF, SVD++, NMF), and many others.

✭ 30

python collaborative-filtering recommender-system predictive-modeling

BPR MPR

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

✭ 77

python collaborative-filtering recommender-system pairwise-ranking

Person-Recommendation-Algorithms

推荐算法个人学习笔记以及代码实战

✭ 50

python deep-learning collaborative-filtering recommendation-system surprise lfm

Awesome-Machine-Learning-Papers

📖Notes and remarks on Machine Learning related papers

✭ 35

HTML embeddings collaborative-filtering matrix-factorization recommender-system ab-tests ctr-prediction

TIFUKNN

kNN-based next-basket recommendation

✭ 38

python collaborative-filtering recommendation-system recommender-system nearest-neighbors market-basket-analysis basket-recommendation knn-collaborative-filter next-baket-recommendation

Recommendation-System-Baseline

Some common recommendation system baseline, with description and link.

✭ 34

research collaborative-filtering matrix-factorization recommendation-system baselines session-based

keras-recommender

Recommender built using keras

✭ 36

python keras collaborative-filtering recommender

RecSys PyTorch

PyTorch implementations of Top-N recommendation, collaborative filtering recommenders.

✭ 125

python C++pytorch collaborative-filtering recsys recommender-system pytorch-implementations

Restricted-Boltzmann-Machine

Restricted Boltzmann Machine for collaborative filtering of movies.

✭ 40

python tensorflow collaborative-filtering boltzmann-machine contrastive-divergence

recommender system with Python

recommender system tutorial with Python

✭ 106

Jupyter Notebook recommendations machine-learning collaborative-filtering matrix-factorization recommender recommendation-system recommendation-engine recommender-system

Recommendation.jl

Building recommender systems in Julia

✭ 42

julia machine-learning collaborative-filtering matrix-factorization recommender-system factorization-machines singular-value-decomposition

datatheque.com

a data science blog

✭ 12

HTML Jupyter Notebook CSS data-science analytics neo4j collaborative-filtering recommendation-system graph-databases association-rules apriori-algorithm python-generators

SLRC

WWW'2019: Modeling Item-Specific Temporal Dynamics of Repeat Consumption for Recommender Systems

✭ 32

python collaborative-filtering recommender-system hawkes-process repeat-consumption

Quick-Data-Science-Experiments-2017

Quick-Data-Science-Experiments

✭ 19

Jupyter Notebook HTML machine-learning collaborative-filtering matrix-factorization ranking pca classification stat logistic-regression spline lda decision-tree nmf

collaborative-filtering-in-mysql

collaborative filtering in mysql

✭ 13

mysql collaborative-filtering

Social-Recommendation

Summary of social recommendation papers and codes

✭ 143

deep-learning social-network collaborative-filtering recommender-system social-recommendation graph-neural-networks

TwoTowers

A configurable, tunable, and reproducible library for deep matching models

✭ 66

python collaborative-filtering dssm sequential-recommendation two-tower

raptor

A lightweight product recommendation system (Item Based Collaborative Filtering) developed in Haskell.

✭ 34

haskell shell ecommerce functional-programming collaborative-filtering recommendation-system recommendation-engine jaccard-distance zalora

tf-recsys

tf-recsys contains collaborative filtering (CF) model based on famous SVD and SVD++ algorithm. Both of them are implemented by tensorflow in order to utilize GPU acceleration.

✭ 91

python tensorflow collaborative-filtering recommender-system svd movielens-dataset svdplusplus

svae cf

[ WSDM '19 ] Sequential Variational Autoencoders for Collaborative Filtering

✭ 38

Jupyter Notebook pytorch recurrent-neural-networks collaborative-filtering recommender-system bayesian-inference variational-autoencoder pytorch-implementation

oboe

An AutoML pipeline selection system to quickly select a promising pipeline for a new dataset.

✭ 76

python shell collaborative-filtering automl ml-pipelines

RecommendationEngine

Source code and dataset for paper "CBMR: An optimized MapReduce for item‐based collaborative filtering recommendation algorithm with empirical analysis"

✭ 43

java python shell hadoop collaborative-filtering recommendation-engine

disentangled graph collaborative filtering

Disentagnled Graph Collaborative Filtering, SIGIR2020

✭ 118