Projects in Awesome Lists tagged with factorization-machines

https://github.com/shenweichen/deepctr

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

autoint click-through-rate ctr deep-learning deepcross deepfm deepinterestevolutionnetwork deepinterestnetwork dien din esmm factorization-machines ffm fgcnn mlr mmoe nfm ple recommendation xdeepfm

Last synced: 12 May 2025

https://github.com/shenweichen/DeepCTR

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

autoint click-through-rate ctr deep-learning deepcross deepfm deepinterestevolutionnetwork deepinterestnetwork dien din esmm factorization-machines ffm fgcnn mlr mmoe nfm ple recommendation xdeepfm

Last synced: 20 Mar 2025

https://github.com/aksnzhy/xlearn

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.

data-analysis data-science factorization-machines ffm fm machine-learning statistics

Last synced: 14 May 2025

https://github.com/shenweichen/deepmatch

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.

collaborative-filtering comirec dssm factorization-machines matching mind recommendation youtubednn

Last synced: 14 May 2025

https://github.com/shenweichen/DeepMatch

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.

collaborative-filtering comirec dssm factorization-machines matching mind recommendation youtubednn

Last synced: 30 Mar 2025

https://github.com/ibayer/fastFM

fastFM: A Library for Factorization Machines

factorization-machines machine-learning matrix-factorization recommender-system

Last synced: 09 May 2025

https://github.com/rixwew/pytorch-fm

Factorization Machine models in PyTorch

autoint avazu-dataset collaborative-filtering criteo-dataset ctr-prediction dcn deepfm factorization-machines ffm fm fnfm hofm movielens-dataset neural-collaborative-filtering nfm pnn pytorch xdeepfm

Last synced: 17 Mar 2026

https://github.com/geffy/tffm

TensorFlow implementation of an arbitrary order Factorization Machine

factorization-machines research-project tensorflow

Last synced: 16 May 2025

https://github.com/datacanvasio/deeptables

DeepTables: Deep-learning Toolkit for Tabular data

afm autoint ctr-prediction dcn-model deep-learning deepfm factorization-machines fgcnn fibinet fm pnn structured-data tabular-data wide-and-deep xdeepfm

Last synced: 14 May 2025

https://github.com/cnkuangshi/LightCTR

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.

computational-graphs deep-learning distributed-systems factorization-machines machine-learning model-compression parameter-server

Last synced: 15 Mar 2025

https://github.com/AmazingDD/daisyRec

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)

afm biasmf cdae collaborative-filtering deepfm ease factorization-machines item2vec k-nearest-neighbors matrix-factorization neumf neural-collaborative-filtering nfm pytorch recommender-system slim svdpp vae

Last synced: 20 Jul 2025

https://github.com/hexiangnan/neural_factorization_machine

TenforFlow Implementation of Neural Factorization Machine

deep-learning factorization-machines neural-factorization-machines recommender-system

Last synced: 05 Apr 2025

https://github.com/hexiangnan/attentional_factorization_machine

TensorFlow Implementation of Attentional Factorization Machine

deep-learning factorization-machines neural-factorization-machines recommender-system

Last synced: 06 Apr 2025

https://github.com/kanyun-inc/ytk-learn

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).

distributed factorization-machines gbdt gbm hadoop logistic-regression machine-learning spark

Last synced: 06 Apr 2025

https://github.com/chenglongchen/tensorflow-xnn

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

ctr ctr-prediction deep-ctr deepfm factorization-machines fm kaggle-competition snapshot-ensemble

Last synced: 03 Apr 2025

https://github.com/dselivanov/rsparse

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

collaborative-filtering factorization-machines matrix-completion matrix-factorization r recommender-system sparse-matrices svd

Last synced: 15 May 2025

https://github.com/etlundquist/rankfm

Factorization Machines for Recommendation and Ranking Problems with Implicit Feedback Data

collaborative-filtering factorization-machines implicit-feedback learning-to-rank machine-learning recommendation recommender-system

Last synced: 13 Jul 2025

https://github.com/outbrain-inc/fwumious_wabbit

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

data-stream-mining deep-learning factorization-machines incremental-learning logistic-regression machine-learning online-learning rust

Last synced: 18 Aug 2025

https://github.com/jilljenn/ktm

Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing

educational-software factorization-machines knowledge-tracing

Last synced: 21 Aug 2025

https://github.com/takuti/flurs

:ocean: FluRS: A Python library for streaming recommendation algorithms

data-science factorization-machines machine-learning matrix-factorization python recommender-system

Last synced: 18 Aug 2025

https://github.com/hibayesian/spark-fm

A parallel implementation of factorization machines based on Spark

factorization-machines machine-learning spark

Last synced: 16 Oct 2025

https://github.com/tohtsky/myfm

A Python/C++ implementation of Bayesian Factorization Machines

bayesian-inference collaborative-filtering factorization-machine factorization-machines gibbs-sampler gibbs-sampling-algorithm ordinal-regression regression-models

Last synced: 23 Jul 2025

https://github.com/takuti/recommendation.jl

Building recommender systems in Julia

collaborative-filtering factorization-machines julia machine-learning matrix-factorization recommender-system singular-value-decomposition

Last synced: 14 Apr 2025

https://github.com/endymecy/algorithmsonspark

Some popular algorithms(dbscan,knn,fm etc.) on spark

dbscan factorization-machines knn spark

Last synced: 12 Apr 2025

https://github.com/aerdem4/mercari-price-suggestion

Solution to Kaggle's Mercari Price Suggestion Competition

categorical-data factorization-machines ftrl neural-network

Last synced: 01 Sep 2025

https://github.com/myui/rtrec

An realtime recommendation system supporting online updates

factorization-machines machine-learning online-learning realtime recommendation recommendation-system recommender-system recsys

Last synced: 14 Apr 2025

https://github.com/dselivanov/fm

Fast Factorization Machines

factorization-machines large-scale-learning machine-learning r recommender-system

Last synced: 03 Nov 2025

https://github.com/takuti/criteo-ffm

Running field-aware factorization machines on the Criteo data

ctr-prediction factorization-machines field-aware-factorization-machines hive kaggle

Last synced: 15 Apr 2025

https://github.com/chezou/amazon-movie-review

Recommendation for Amazon movie review data

factorization-machines recommendations spark

Last synced: 14 Apr 2025

https://github.com/izuna385/fm-papers

Notes on papers related to factorization machines

factorization-machine factorization-machines recommender-system

Last synced: 07 Jan 2026

https://github.com/jilljenn/vae

Variational Factorization Machines in TensorFlow and PyTorch

factorization-machines pytorch tensorflow tensorflow-probability torch-distributions variational-inference

Last synced: 10 May 2026

https://github.com/garethjns/tf2factorizationmachine

Factorization machine implemented in TensorFlow 2

factorization-machines latent-variable-models recommender-system supervised-learning tensorflow

Last synced: 30 Apr 2026

https://github.com/rayraegah/recsys

Recommendation system using factorization machine

factorization-machines python recommender-system

Last synced: 14 Oct 2025

https://github.com/javedfazlulahf/customer-churn-prediction

📊 Predict customer churn in telecom using machine learning to enhance retention strategies and drive better business outcomes.

churn-prediction cross-validation data-science factorization-machines imbalanced-learn libsvm machine-learning model-evaluation pipelines plotly scikit-learn seaborn shap-values spark-ml survival-analysis tensorflow watson-studio xgboost4j

Last synced: 11 May 2026

https://github.com/kumar-o/customer-churn-prediction

🔍 Predict customer churn using a synthetic dataset with advanced models and metrics to enhance business retention strategies and decision-making.

churn-prediction customer-churn-prediction customer-survival-analysis data-science factorization-machines flask-application gridsearchcv libsvm machine-learning model-evaluation numpy pipelines roc-auc scikit-learn seaborn smote survival-analysis xgboost4j

Last synced: 06 May 2026