Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
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: 27 Jun 2024
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: 23 Jun 2024
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: 16 Jun 2024
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: 02 Jun 2024
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 May 2024
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 May 2024
https://github.com/ibayer/fastFM
fastFM: A Library for Factorization Machines
factorization-machines machine-learning matrix-factorization recommender-system
Last synced: 28 Apr 2024
https://github.com/geffy/tffm
TensorFlow implementation of an arbitrary order Factorization Machine
factorization-machines research-project tensorflow
Last synced: 28 Apr 2024
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: 28 Apr 2024
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: 05 Apr 2024
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: 22 Mar 2024