factorization-machines

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

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.

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.

fastFM: A Library for Factorization Machines

Factorization Machine models in PyTorch

TensorFlow implementation of an arbitrary order Factorization Machine

DeepTables: Deep-learning Toolkit for Tabular data

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.

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)

TenforFlow Implementation of Neural Factorization Machine

TensorFlow Implementation of Attentional Factorization Machine

Some deep learning based recsys for open learning.

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).

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

A library for factorization machines and polynomial networks for classification and regression in Python.

A highly-modularized and recommendation-efficient recommendation library based on PyTorch.

Factorization Machines for Recommendation and Ranking Problems with Implicit Feedback Data

Fast and accurate machine learning on sparse matrices - matrix factorizations, regression, classification, top-N recommendations.

KDD17_FMG

Fwumious Wabbit, fast on-line machine learning toolkit written in Rust