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The Top 23 Machine Learning Factorization Machines Open Source Projects

Open source projects categorized as Machine Learning Factorization Machines
Categories > Machine Learning > Factorization Machines
Categories > Machine Learning > Machine Learning
Ad Papers ⭐ 3,009
Papers on Computational Advertising
most recent commit 3 years ago
Xlearn ⭐ 3,000
High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.
dependent packages 11total releases 10most recent commit 2 years agopypi xlearn} Downloads
Sparrowrecsys ⭐ 1,634
A Deep Learning Recommender System
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
Lightctr ⭐ 599
Lightweight and Scalable framework that combines mainstream algorithms of Click-Through-Rate prediction based computational DAG, philosophy of Parameter Server and Ring-AllReduce collective communication.
most 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
Ytk Learn ⭐ 351
Ytk-learn is a distributed machine learning library which implements most of popular machine learning algorithms(GBDT, GBRT, Mixture Logistic Regression, Gradient Boosting Soft Tree, Factorization Machines, Field-aware Factorization Machines, Logistic Regression, Softmax).
most recent commit 2 years ago
Attentional_factorization_machine ⭐ 316
TensorFlow Implementation of Attentional Factorization Machine
most recent commit 6 years ago
Polylearn ⭐ 207
A library for factorization machines and polynomial networks for classification and regression in Python.
most recent commit 4 years ago
Rankfm ⭐ 150
Factorization Machines for Recommendation and Ranking Problems with Implicit Feedback Data
total releases 10most recent commit a year ago
Fwumious_wabbit ⭐ 128
Fwumious Wabbit, fast on-line machine learning toolkit written in Rust
most recent commit 3 months ago
Flurs ⭐ 100
🌊 FluRS: A Python library for streaming recommendation algorithms
total releases 5most recent commit 2 years ago
Factorization Machine For Prediction ⭐ 88
Factorization Machine for regression and classification
most recent commit 7 years ago
Spark Fm ⭐ 51
A parallel implementation of factorization machines based on Spark
most recent commit 4 years ago
Recommendation.jl ⭐ 43
Building recommender systems in Julia
most recent commit a year ago
Interaction Aware Factorization Machines ⭐ 40
Tensorflow implementation for Interaction-aware factorization machines
most recent commit 4 years ago
Tensorflow In Practice ⭐ 33
Code based in TensorFlow
most recent commit 4 years ago
Boostedfactorization ⭐ 31
An implementation of "Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation" (ASONAM 2019).
most recent commit 2 years ago
Pyfms ⭐ 25
⚙️ A Theano-based Python implementation of Factorization Machines (Rendle 2010).
total releases 20most recent commit a year ago
Simple Implementation Of Ml Algorithms ⭐ 17
My simplest implementations of common ML algorithms
most recent commit 9 months ago
Factorizationmachine ⭐ 16
implementation of factorization machine, support classification.
most recent commit 6 years ago
Fscnmf ⭐ 16
An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".
most recent commit 2 years ago
Stream Recommender ⭐ 11
Experiments of item recommendation in a streaming environment
most recent commit 6 years ago
The 2 Most Depended On Machine Learning 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
The 7 Latest Releases In Machine Learning Factorization Machines Open Source Projects
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
Pyfms ⭐ 25
⚙️ A Theano-based Python implementation of Factorization Machines (Rendle 2010).
total releases 20latest release March 13, 2020most recent commit a year ago
Nimfm ⭐ 8
nimfm: A library for factorization machines in Nim
latest release March 12, 2020most recent commit 3 years ago
Fastfm ⭐ 955
fastFM: A Library for Factorization Machines
dependent packages 2total releases 8latest release November 23, 2017most recent commit 2 years agopypi fastFM} Downloads
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