factorization-machine 开源项目推荐（30 个）

ChenglongChen /tensorflow-DeepFM

Tensorflow implementation of DeepFM for CTR prediction.

ZiyaoGeng /RecLearn

Recommender Learning with Tensorflow2.x

cheungdaven /DeepRec

基于深度学习的开源工具包，使用TensorFlow推荐。

qiaoguan /deep-ctr-prediction

基于深度学习的CTR预测模型（基于深度学习的广告推荐CTR预估模型）

CNevd /Difacto_DMLC

Distributed FM and LR based on Parameter Server with Ftrl

WayneDW /DeepLight_Deep-Lightweight-Feature-Interactions

推荐系统推理加速（WSDM'21）

tohtsky /myFM

A Python/C++ implementation of Bayesian Factorization Machines

yxtay /recommender-tensorflow

Recommendation Models in TensorFlow

benedekrozemberczki /BoostedFactorization

An implementation of "Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation" (ASONAM 2019).

benedekrozemberczki /FSCNMF

An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".

yym-ustc /FactorizationMachine

implementation of factorization machine, support classification.

cnfsll /Neural-Factorization-Machine

Factorization Machine, Deep Learning, Recommender System

guokr /TorchCTR

CTR Prediction on PyTorch

moriaki3193 /FMLite

Python implementation of Factorization Machine

febyeji /fm-for-online-recommendation

Factorization machine and its variations for recommendation systems

licesonw /deepmm

Multimodal deep learning package that uses both categorical and text-based features in a single deep architecture for regression and binary classification use cases.

izuna385 /fm-papers

Notes on papers related to factorization machines

huytjuh /Recommender-System-Basket-Analysis

Basket-Sensitive Recommender System & Factorization Machines for grocery shopping based on hybrid random walk models.

KimRass /rec_sys_using_customer_data_and_dl

This repository is based on the lecture '고객데이터와 딥러닝을 활용한 추천시스템 구현'

lateral /warpspeed

An implementation of WARP/FM for hybrid recommendation in Cython.