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The Top 23 Python Factorization Machines Open Source Projects

Open source projects categorized as Python Factorization Machines
Categories > Machine Learning > Factorization Machines
Paddlerec ⭐ 3,992
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、T MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAM Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWi 、movielens等
total releases 4most recent commit 3 months ago
Ad Papers ⭐ 3,009
Papers on Computational Advertising
most recent commit 3 years ago
Deepmatch ⭐ 1,906
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.
total releases 9most recent commit a year ago
Sparrowrecsys ⭐ 1,634
A Deep Learning Recommender System
most recent commit 2 years ago
Tensorflow Deepfm ⭐ 1,452
Tensorflow implementation of DeepFM for CTR prediction.
most recent commit 6 years ago
Reclearn ⭐ 1,406
Recommender Learning with Tensorflow2.x
most recent commit 2 years ago
Deeprec ⭐ 1,068
An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.
most recent commit 2 years ago
Fastfm ⭐ 955
fastFM: A Library for Factorization Machines
dependent packages 2total releases 8most recent commit 2 years agopypi fastFM} Downloads
Pyfm ⭐ 770
Factorization machines in python
total releases 1most recent commit 5 years ago
Daisyrec ⭐ 496
This is the repository of our article published in RecSys 2020 "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Comparison" and of several follow-up studies.
total releases 16most recent commit a year ago
Deep Ctr Prediction ⭐ 389
CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)
most recent commit 4 years ago
Neural_factorization_machine ⭐ 372
TenforFlow Implementation of Neural Factorization Machine
most recent commit 4 years ago
Openlearning4deeprecsys ⭐ 364
Some deep learning based recsys for open learning.
most recent commit 6 years ago
Attentional_factorization_machine ⭐ 316
TensorFlow Implementation of Attentional Factorization Machine
most recent commit 6 years ago
Pytorch Fm ⭐ 268
Factorization Machine models in PyTorch
total releases 8most recent commit 4 years ago
Recommend System Tf2.0 ⭐ 262
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！
most recent commit 2 years ago
Ctr ⭐ 253
CTR模型代码和学习笔记总结
most recent commit 3 years ago
Tensorflow Xnn ⭐ 241
Tensorflow implementation of DeepFM variant that won 4th Place in Mercari Price Suggestion Challenge on Kaggle.
most recent commit 6 years ago
Pywfm ⭐ 231
pywFM is a Python wrapper for Steffen Rendle's factorization machines library libFM
dependent packages 1total releases 22most recent commit 5 years agopypi pywFM} Downloads
Polylearn ⭐ 207
A library for factorization machines and polynomial networks for classification and regression in Python.
most recent commit 4 years ago
Recstudio ⭐ 153
A highly-modularized and recommendation-efficient recommendation library based on PyTorch.
total releases 11most recent commit 6 months ago
Rankfm ⭐ 150
Factorization Machines for Recommendation and Ranking Problems with Implicit Feedback Data
total releases 10most recent commit a year ago
Recommendation_model ⭐ 116
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
most recent commit 2 years ago
The 2 Most Depended On Python Factorization Machines Open Source Projects
Fastfm ⭐ 955
fastFM: A Library for Factorization Machines
dependent packages 2total releases 8latest release November 23, 2017most recent commit 2 years agopypi fastFM} Downloads
Pywfm ⭐ 231
pywFM is a Python wrapper for Steffen Rendle's factorization machines library libFM
dependent packages 1total releases 22latest release December 03, 2017most recent commit 5 years agopypi pywFM} Downloads
The 10 Latest Releases In Python Factorization Machines Open Source Projects
Pyfm ⭐ 770
Factorization machines in python
total releases 1latest release November 29, 2022most recent commit 5 years ago
Recstudio ⭐ 153
A highly-modularized and recommendation-efficient recommendation library based on PyTorch.
total releases 11latest release September 03, 2022most recent commit 6 months ago
Flurs ⭐ 100
:ocean: FluRS: A Python library for streaming recommendation algorithms
total releases 5latest release January 31, 2022most recent commit 2 years ago
Rankfm ⭐ 150
Factorization Machines for Recommendation and Ranking Problems with Implicit Feedback Data
total releases 10latest release June 13, 2020most recent commit a year ago
Reco ⭐ 55
a simple yet versatile recommendation systems library in python
total releases 12latest release March 30, 2020most recent commit 10 months ago
Pyfms ⭐ 25
⚙️ A Theano-based Python implementation of Factorization Machines (Rendle 2010).
total releases 20latest release March 13, 2020most recent commit a year ago
Pytorch Fm ⭐ 268
Factorization Machine models in PyTorch
total releases 8latest release January 18, 2020most recent commit 4 years ago
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