A PyTorch implementation of DeepFM for CTR prediction problem.
☆405Jun 1, 2021Updated 4 years ago
Alternatives and similar repositories for DeepFM_with_PyTorch
Users that are interested in DeepFM_with_PyTorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- DeepFM for CTR prediction problem （pytorch 1.0）☆73Sep 28, 2019Updated 6 years ago
- 【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.☆3,392Jul 2, 2024Updated last year
- The framework to deal with ctr problem。The project contains FNN,PNN,DEEPFM, NFM etc☆760Mar 3, 2018Updated 8 years ago
- Factorization Machine models in PyTorch☆1,087Apr 8, 2024Updated last year
- Tensorflow implementation of DeepFM for CTR prediction.☆2,066Jun 10, 2018Updated 7 years ago
- CTR prediction using FM FFM and DeepFM☆754Aug 3, 2018Updated 7 years ago
- Easy-to-use,Modular and Extendible package of deep-learning based CTR models .☆8,007Aug 9, 2024Updated last year
- Implements of Awesome RecSystem Models with PyTorch/TF2.0☆255Apr 4, 2020Updated 5 years ago
- 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☆684Mar 14, 2022Updated 4 years ago
- some ctr model, implemented by PyTorch, such as Factorization Machines, Field-aware Factorization Machines, DeepFM, xDeepFM, Deep Interes…☆70Apr 19, 2019Updated 6 years ago
- ☆1,716Jun 12, 2020Updated 5 years ago
- 一些经典的CTR算法的复现; LR, FM, FFM, AFM, DeepFM, xDeepFM, PNN, DCN, DCNv2, DIFM, AutoInt, FiBiNet,AFN,ONN,DIN, DIEN ... （pytorch, tf2.0 ）☆276May 9, 2025Updated 10 months ago
- Deep-Learning based CTR models implemented by PyTorch☆256Mar 11, 2021Updated 5 years ago
- Easy-to-use pytorch-based framework for RecSys models☆40Aug 16, 2020Updated 5 years ago
- A flexible package for multimodal-deep-learning to combine tabular data with text and images using Wide and Deep models in Pytorch☆1,405Sep 27, 2025Updated 5 months ago
- Code for the IJCAI'19 paper "Deep Session Interest Network for Click-Through Rate Prediction"☆447May 23, 2023Updated 2 years ago
- 基于movieLen1M数据集的DSSM深度召回实验☆23Feb 6, 2021Updated 5 years ago
- ☆1,201Mar 6, 2019Updated 7 years ago
- My implementation of Factorization Machine in PyTorch.☆18May 27, 2019Updated 6 years ago
- LR, Wide&Deep, DCN, NFM, DeepFM, NFFM☆116May 2, 2019Updated 6 years ago
- Classic papers and resources on recommendation☆3,518Oct 16, 2025Updated 5 months ago
- xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems☆129Oct 8, 2019Updated 6 years ago
- ☆754Oct 29, 2019Updated 6 years ago
- The official implementation of "DVR: Micro-Video Recommendation Optimizing Watch-Time-Gain under Duration Bias" (MM '22)☆18Oct 15, 2022Updated 3 years ago
- This's the tool for CTR, including FM, FFM, NFFM and so on.☆319Feb 21, 2019Updated 7 years ago
- This is a kaggle challenge project called Display Advertising Challenge by CriteoLabs at 2014.这是2014年由CriteoLabs在kaggle上发起的广告点击率预估挑战项目。☆361Mar 31, 2019Updated 6 years ago
- 计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估☆2,073Dec 17, 2019Updated 6 years ago
- Papers on Computational Advertising☆4,376Feb 9, 2021Updated 5 years ago
- wide deep ctr model by pytorch☆27Sep 25, 2019Updated 6 years ago
- Neural Collaborative Filtering☆1,875Aug 27, 2022Updated 3 years ago
- CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)☆934Nov 15, 2019Updated 6 years ago
- A configurable, tunable, and reproducible library for CTR prediction https://fuxictr.github.io☆1,377Jun 16, 2025Updated 9 months ago
- 利用pytorch框架实现因子分解机FM算法☆13Sep 18, 2020Updated 5 years ago
- A pytorch implementation of He et al. "Neural Collaborative Filtering" at WWW'17☆354Nov 12, 2021Updated 4 years ago
- PyTorch implementations of Top-N recommendation, collaborative filtering recommenders.☆145Jul 20, 2021Updated 4 years ago
- CTR模型代码和学习笔记总结☆396Aug 28, 2021Updated 4 years ago
- A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can…☆2,417Apr 26, 2025Updated 10 months ago
- tensorflow实战练习，包括强化学习、推荐系统、nlp等☆7,004Sep 24, 2023Updated 2 years ago
- A simple DeepFM.☆102May 11, 2018Updated 7 years ago