Distributed Factorization Machines
☆299Mar 23, 2016Updated 9 years ago
Alternatives and similar repositories for difacto
Users that are interested in difacto are comparing it to the libraries listed below
Sorting:
- Deprecated☆337Mar 14, 2017Updated 8 years ago
- Distributed FM and LR based on Parameter Server with Ftrl☆127Sep 19, 2017Updated 8 years ago
- fast_tffm: Tensorflow-based Distributed Factorization Machine☆141Mar 15, 2017Updated 8 years ago
- Distributed LR、 FM model on Parameter Server. FTRL and SGD Optimization Algorithm.☆224Mar 14, 2018Updated 7 years ago
- A Library for Field-aware Factorization Machines☆1,600Aug 16, 2024Updated last year
- A lightweight parameter server interface☆1,560Jan 11, 2023Updated 3 years ago
- Reliable Allreduce and Broadcast Interface for distributed machine learning☆514Nov 5, 2020Updated 5 years ago
- cache-friendly multithread matrix factorization☆90Jun 29, 2016Updated 9 years ago
- Library for factorization machines☆1,490Mar 28, 2020Updated 5 years ago
- fastFM: A Library for Factorization Machines☆1,090Jul 17, 2022Updated 3 years ago
- sparse word2vec☆107Jul 7, 2022Updated 3 years ago
- Stochastic Gradient Boosted Decision Trees as Standalone, TMVAPlugin and Python-Interface☆248Jul 19, 2020Updated 5 years ago
- libffm with ftrl updater☆94Jul 30, 2017Updated 8 years ago
- Multithreaded Asynchronous FTRL Proximal Implementation☆128Jun 18, 2017Updated 8 years ago
- TensorFlow implementation of an arbitrary order Factorization Machine☆780Jan 17, 2022Updated 4 years ago
- A short paper describing the library is available on arXiv.☆64Jan 5, 2018Updated 8 years ago
- LR、FM model solved by ftrl and sgd parallel on MPI☆111Dec 3, 2017Updated 8 years ago
- An attempt of training DNN models to predict ad click-through rate, implemented with Theano.☆408Jun 12, 2017Updated 8 years ago
- Scalable, fast, and lightweight system for large-scale topic modeling☆846Dec 28, 2020Updated 5 years ago
- Multi-core implementation of Regularized Greedy Forest☆466Jul 14, 2018Updated 7 years ago
- Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.☆905Jun 22, 2021Updated 4 years ago
- Hashed Factorization Machine with Follow The Regularized Leader for Kaggle Avazu Click-Through Rate Competition☆260Nov 10, 2016Updated 9 years ago
- ☆1,257Aug 16, 2024Updated last year
- Parameter server framework for distributed machine learning☆779Jan 20, 2019Updated 7 years ago
- Lightweight and Scalable framework that combines mainstream algorithms of Click-Through-Rate prediction based computational DAG, philosop…☆672Jun 17, 2019Updated 6 years ago
- A common bricks library for building scalable and portable distributed machine learning.☆878Updated this week
- ☆127Jun 23, 2016Updated 9 years ago
- An implement of Factorization Machines (LibFM)☆250Aug 13, 2018Updated 7 years ago
- High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and …☆3,097Aug 28, 2023Updated 2 years ago
- Distributed Factorization Machines and LR with ps-lite☆10Sep 27, 2017Updated 8 years ago
- logistic regression model by ftrl based on ps-lite(parameter server)☆34Sep 11, 2016Updated 9 years ago
- A Python wrapper for the libffm library.☆239Apr 26, 2018Updated 7 years ago
- Distributed FM and LR based on Rabit with Lbfgs☆27Aug 11, 2016Updated 9 years ago
- moved to https://github.com/dmlc/ps-lite☆648Sep 8, 2015Updated 10 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
- doc and model for NDSB☆31Apr 15, 2015Updated 10 years ago
- A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.☆3,688Dec 20, 2024Updated last year
- A fast and scalable C++ library for implicit-feedback matrix factorization models☆462Jul 7, 2022Updated 3 years ago