factorization-machines

aksnzhy/xlearn

High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.

shenweichen/DeepMatch

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.

ibayer/fastFM

fastFM: A Library for Factorization Machines

rixwew/pytorch-fm

Factorization Machine models in PyTorch

geffy/tffm

TensorFlow implementation of an arbitrary order Factorization Machine

DataCanvasIO/DeepTables

DeepTables: Deep-learning Toolkit for Tabular data

cnkuangshi/LightCTR

Lightweight and Scalable framework that combines mainstream algorithms of Click-Through-Rate prediction based computational DAG, philosophy of Parameter Server and Ring-AllReduce collective communication.

AmazingDD/daisyRec

Official code for "DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation" (TPAMI2022) and "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Comparison" (RecSys2020)

hexiangnan/neural_factorization_machine

TenforFlow Implementation of Neural Factorization Machine

hexiangnan/attentional_factorization_machine

TensorFlow Implementation of Attentional Factorization Machine

Leavingseason/OpenLearning4DeepRecsys

Some deep learning based recsys for open learning.

kanyun-inc/ytk-learn

Ytk-learn is a distributed machine learning library which implements most of popular machine learning algorithms(GBDT, GBRT, Mixture Logistic Regression, Gradient Boosting Soft Tree, Factorization Machines, Field-aware Factorization Machines, Logistic Regression, Softmax).

ChenglongChen/tensorflow-XNN

4th Place Solution for Mercari Price Suggestion Competition on Kaggle using DeepFM variant.

scikit-learn-contrib/polylearn

A library for factorization machines and polynomial networks for classification and regression in Python.

ustcml/RecStudio

A highly-modularized and recommendation-efficient recommendation library based on PyTorch.

dselivanov/rsparse

Fast and accurate machine learning on sparse matrices - matrix factorizations, regression, classification, top-N recommendations.

etlundquist/rankfm

Factorization Machines for Recommendation and Ranking Problems with Implicit Feedback Data

HKUST-KnowComp/FMG

KDD17_FMG

outbrain/fwumious_wabbit

Fwumious Wabbit, fast on-line machine learning toolkit written in Rust

jilljenn/ktm

Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing

takuti/flurs

:ocean: FluRS: A Python library for streaming recommendation algorithms

charleshm/deep-ctr

hibayesian/spark-fm

A parallel implementation of factorization machines based on Spark

qian135/ctr_model_zoo

some ctr model, implemented by PyTorch, such as Factorization Machines, Field-aware Factorization Machines, DeepFM, xDeepFM, Deep Interest Network

xiaogp/customer_churn_prediction

零售电商客户流失模型，基于tensorflow，xgboost4j-spark，spark-ml实现LR，FM，GBDT，RF，进行模型效果对比，离线/在线部署方式总结

CRIPAC-DIG/GraphCTR

This repo includes some graph-based CTR prediction models and other representative baselines.

tohtsky/myFM

A Python/C++ implementation of Bayesian Factorization Machines

mayukh18/reco

a simple yet versatile recommendation systems library in python

takuti/Recommendation.jl

Building recommender systems in Julia

cnfsll/Attentional-Neural-Factorization-Machine

Attention,Factorization Machine, Deep Learning, Recommender System

LitoWang/recommendation_papers

paper collection for recommendation aspet

endymecy/AlgorithmsOnSpark

Some popular algorithms(dbscan,knn,fm etc.) on spark

asmitapoddar/nowplaying-RS-Music-Reco-FM

#nowplaying-RS: Music Recommendation using Factorization Machines

dstein64/pyfms

A Theano-based Python implementation of Factorization Machines (Rendle 2010).

aerdem4/mercari-price-suggestion

Solution to Kaggle's Mercari Price Suggestion Competition