deepfm

There are 70 repositories under deepfm topic.

  • DeepCTR

    shenweichen/DeepCTR

    Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

    Language:Python7.4k1773672.2k

  • PaddlePaddle/PaddleRec

    Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、AITM，DSIN，SIGN，IPREC、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、ESCMM, MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise、DeepRec、ENSFM，TiSAS，AutoFIS等，包含经典推荐系统数据集criteo 、movielens等

    Language:Python4.1k190217718

  • shenweichen/DeepCTR-Torch

    【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

    Language:Python2.9k43134675

  • ChenglongChen/tensorflow-DeepFM

    Tensorflow implementation of DeepFM for CTR prediction.

    Language:Python2k6780807

  • ZiyaoGeng/RecLearn

    Recommender Learning with Tensorflow2.x

    Language:Python1.8k3581492

  • alibaba/EasyRec

    A framework for large scale recommendation algorithms.

    Language:Python1.6k49113293

  • rixwew/pytorch-fm

    Factorization Machine models in PyTorch

    Language:Python9941638221

  • qiaoguan/deep-ctr-prediction

    CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)

    Language:Python9042222275

  • lambdaji/tf_repos

    TensorFlow Script

    Language:Python6814443317

  • DataCanvasIO/DeepTables

    DeepTables: Deep-learning Toolkit for Tabular data

    Language:Python6482557117

  • jc-LeeHub/Recommend-System-tf2.0

    原理解析及代码实战，推荐算法也可以很简单 🔥 想要系统的学习推荐算法的小伙伴，欢迎 Star 或者 Fork 到自己仓库进行学习🚀 有任何疑问欢迎提 Issues，也可加文末的联系方式向我询问！

    Language:Python633712214

  • 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)

    Language:Python545131086

  • huangjunheng/recommendation_model

    练习下用pytorch来复现下经典的推荐系统模型, 如MF, FM, DeepConn, MMOE, PLE, DeepFM, NFM, DCN, AFM, AutoInt, ONN, FiBiNET, DCN-v2, AFN, DCAP等

    Language:Python47847109

  • UlionTse/mlgb

    MLGB is a library that includes many models of CTR Prediction & Recommender System by TensorFlow & PyTorch. MLGB是一个包含50+点击率预估和推荐系统深度模型的、通过TensorFlow和PyTorch撰写的库。

    Language:Python38812020

  • DSXiangLi/CTR

    CTR模型代码和学习笔记总结

    Language:Python36691192

  • chenxijun1029/DeepFM_with_PyTorch

    A PyTorch implementation of DeepFM for CTR prediction problem.

    Language:Python36159100

  • ChenglongChen/tensorflow-XNN

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

    Language:Python28113077

  • sisinflab/elliot

    Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation

    Language:Python268132049

  • JianzhouZhan/Awesome-RecSystem-Models

    Implements of Awesome RecSystem Models with PyTorch/TF2.0

    Language:Python2538568

  • GitHub-HongweiZhang/prediction-flow

    Deep-Learning based CTR models implemented by PyTorch

    Language:Python24871751

  • tangxyw/RecAlgorithm

    主流推荐系统Rank算法的实现

    Language:Python1536340

  • HaSai666/rec_pangu

    rec_pangu is a flexible open-source project for recommendation systems. It incorporates diverse AI models like ranking algorithms, sequence recall, multi-interest models, and graph-based techniques. Designed for both beginners and advanced users, it enables rapid construction of efficient, custom recommendation engines.

    Language:Python15210918

  • QikaiXu/Recommender-System-Pytorch

    基于 Pytorch 实现推荐系统相关的算法

    Language:Jupyter Notebook1433129

  • Hirosora/LightCTR

    LightCTR is a tensorflow 2.0 based, extensible toolbox for building CTR/CVR predicting models.

    Language:Python1026427

  • Gavince/Recommend-System

    深度学习与推荐系统学习，理论结合代码更香。

    Language:Jupyter Notebook753015

  • qian135/ctr_model_zoo

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

    Language:Jupyter Notebook693114

  • Tongjilibo/rec4torch

    推荐系统的pytorch算法实现

    Language:Python67303

  • shawroad/DeepCTR-pytorch

    Here are the models listed in CTR. Example: FM、DeepFM、xDeepFM etc.

    Language:Python563119

  • yxtay/recommender-tensorflow

    Recommendation Models in TensorFlow

    Language:Python435214

  • JingyibySUTsoftware/ECRS_Web

    基于深度学习的商品推荐系统，高性能，可承受高并发，可跨平台

    Language:JavaScript39123

  • shibing624/rater

    rater, recommender systems. 推荐模型，包括：DeepFM，Wide&Deep，DIN，DeepWalk，Node2Vec等模型实现，开箱即用。

    Language:Python39405

  • zeroized/DeepRec-torch

    Easy-to-use pytorch-based framework for RecSys models

    Language:Python38208

  • YinzhenWan/recome_wan

    用pytorch 方法复现了二十多个经典的推荐算法论文，其中包含排序论文和推荐召回论文，并在demo里面选了一个召回模型和排序模型的运行示例。

    Language:Python31205

  • cyhong549/DeepFM-Keras

    Language:Python293014

  • HanpyBin/recommendation-system-model

    Implementation with Pytorch of DeepCrossing, DeepFM,NFM,Wide&Deep

    Language:Python25113

  • TIXhjq/ML_Function

    一些CTR模型和常见特征工程的方法

    Language:Python24209