fastFM: A Library for Factorization Machines
☆1,090Jul 17, 2022Updated 3 years ago
Alternatives and similar repositories for fastFM
Users that are interested in fastFM are comparing it to the libraries listed below
Sorting:
- Factorization machines in python☆926Oct 1, 2020Updated 5 years ago
- Library for factorization machines☆1,490Mar 28, 2020Updated 5 years ago
- pywFM is a Python wrapper for Steffen Rendle's factorization machines library libFM☆252Mar 12, 2019Updated 6 years ago
- TensorFlow implementation of an arbitrary order Factorization Machine☆780Jan 17, 2022Updated 4 years ago
- A Library for Field-aware Factorization Machines☆1,600Aug 16, 2024Updated last year
- A short paper describing the library is available on arXiv.☆64Jan 5, 2018Updated 8 years ago
- A Python implementation of LightFM, a hybrid recommendation algorithm.☆5,067Jul 24, 2024Updated last year
- A library for factorization machines and polynomial networks for classification and regression in Python.☆245Aug 7, 2020Updated 5 years ago
- Fast Python Collaborative Filtering for Implicit Feedback Datasets☆3,770Jul 11, 2024Updated last year
- Distributed Factorization Machines☆299Mar 23, 2016Updated 9 years ago
- High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and …☆3,096Aug 28, 2023Updated 2 years ago
- An implement of Factorization Machines (LibFM)☆250Aug 13, 2018Updated 7 years ago
- Deep recommender models using PyTorch.☆3,042Dec 21, 2022Updated 3 years ago
- ☆36May 12, 2015Updated 10 years ago
- A Python wrapper for the libffm library.☆239Apr 26, 2018Updated 7 years ago
- Hashed Factorization Machine with Follow The Regularized Leader for Kaggle Avazu Click-Through Rate Competition☆260Nov 10, 2016Updated 9 years ago
- fast_tffm: Tensorflow-based Distributed Factorization Machine☆141Mar 15, 2017Updated 8 years ago
- Implementation of Factorization Machines on Spark using parallel stochastic gradient descent (python and scala)☆230May 9, 2016Updated 9 years ago
- Reactive Factorization Engine☆104Feb 18, 2015Updated 11 years ago
- A Python scikit for building and analyzing recommender systems☆6,764Jul 24, 2025Updated 7 months ago
- A recommender systems development and evaluation package by Mendeley☆570Nov 9, 2022Updated 3 years ago
- A fast and scalable C++ library for implicit-feedback matrix factorization models☆462Jul 7, 2022Updated 3 years ago
- FluRS: A Python library for streaming recommendation algorithms☆108Feb 8, 2022Updated 4 years ago
- TensorFlow Implementation of Attentional Factorization Machine☆407Jul 16, 2018Updated 7 years ago
- Some deep learning based recsys for open learning.☆400May 22, 2018Updated 7 years ago
- An attempt of training DNN models to predict ad click-through rate, implemented with Theano.☆408Jun 12, 2017Updated 8 years ago
- Tensorflow implementation of DeepFM for CTR prediction.☆2,065Jun 10, 2018Updated 7 years ago
- Stochastic Gradient Boosted Decision Trees as Standalone, TMVAPlugin and Python-Interface☆248Jul 19, 2020Updated 5 years ago
- A TensorFlow recommendation algorithm and framework in Python.☆1,302May 22, 2023Updated 2 years ago
- ☆1,257Aug 16, 2024Updated last year
- TenforFlow Implementation of Neural Factorization Machine☆472Mar 1, 2020Updated 6 years ago
- A library of sklearn compatible categorical variable encoders☆2,482Feb 23, 2026Updated last week
- Code for Kaggle Data Science Competitions☆751Apr 25, 2024Updated last year
- GRU4Rec is the original Theano implementation of the algorithm in "Session-based Recommendations with Recurrent Neural Networks" paper, p…☆800Aug 24, 2023Updated 2 years ago
- Home repository for the Regularized Greedy Forest (RGF) library. It includes original implementation from the paper and multithreaded one…☆383Jan 8, 2022Updated 4 years ago
- Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.☆905Jun 22, 2021Updated 4 years ago
- Logistic Matrix Factorization for Implicit Feedback Data. http://stanford.edu/~rezab/nips2014workshop/submits/logmat.pdf☆159Jan 27, 2015Updated 11 years ago
- CoFactor: Regularizing Matrix Factorization with Item Co-occurrence☆166Aug 22, 2017Updated 8 years ago
- Ytk-learn is a distributed machine learning library which implements most of popular machine learning algorithms(GBDT, GBRT, Mixture Logi…☆350Jul 6, 2022Updated 3 years ago