gingsmith / proxcocoa
A primal-dual framework for distributed L1-regularized optimization
☆35Updated 8 years ago
Alternatives and similar repositories for proxcocoa:
Users that are interested in proxcocoa are comparing it to the libraries listed below
- communication-efficient distributed coordinate ascent☆90Updated 5 years ago
- Spark MLlib code optimized to efficiently support sparse data☆51Updated 8 years ago
- Splash Project for parallel stochastic learning☆94Updated 7 years ago
- !!!!!DEPRECATED!!!! distributed machine learning benchmark - a public benchmark of distributed ML solvers and frameworks☆40Updated 6 years ago
- ADMM on Apache Spark☆31Updated 9 years ago
- ADMM based Scalable Machine Learning on Spark☆20Updated 7 years ago
- Yggdrasil: Faster Decision Trees Using Column Partitioning in Spark☆31Updated 6 years ago
- ☆19Updated 7 years ago
- Scalable Distributed LDA implementation for Spark & Glint☆28Updated 8 years ago
- Implementation of ADMM algorithm on Apache Spark☆25Updated 9 years ago
- Cyclades☆28Updated 6 years ago
- Proximal Asynchronous SAGA☆12Updated 7 years ago
- Vector-free L-BFGS implementation on Spark☆9Updated 9 years ago
- Quick summary: This code implements a spectral (third order tensor decomposition) learning method for learning LDA topic model on Spark.☆105Updated 6 years ago
- Parallel ML System - STRADS scheduler☆30Updated 6 years ago
- cache-friendly multithread matrix factorization☆88Updated 8 years ago
- An API for Distributed Machine Learning☆154Updated 8 years ago
- Distributed Matrix Library☆71Updated 8 years ago
- simple python interface to SMAC.☆21Updated 6 years ago
- Assembly of fundamental statistics implemented based on Apache Spark☆31Updated 9 years ago
- Spark library for doing exploratory data analysis in a scalable way☆43Updated 9 years ago
- Examples of building probabilistic models with MXNet linear algebra operators☆23Updated 7 years ago
- Collaborative filtering with the GP-LVM☆25Updated 9 years ago
- Factorization Machines on Spark and Glint☆25Updated 8 years ago
- Distributed solver library for large-scale structured output prediction, based on Spark. Project website:☆17Updated 9 years ago
- MPI-oriented extension of the Spark computational model☆24Updated 6 years ago
- MPI Parallel framework for training deep learning models built in Theano☆53Updated 7 years ago
- Repo for experiments on pyspark and sklearn☆79Updated 11 years ago
- MXNet Model Serving☆25Updated 7 years ago
- scikit-learn addon to operate on set/"group"-based features☆41Updated 8 years ago