mloss | Projects authored by vilen jumutc.

SALSA.jl 0.0.5

by jumutc - September 28, 2015, 17:28:56 CET [ ] 7312 views, 1830 downloads, 0 subscriptions

About: SALSA (Software lab for Advanced machine Learning with Stochastic Algorithms) is an implementation of the well-known stochastic algorithms for Machine Learning developed in the high-level technical computing language Julia. The SALSA software package is designed to address challenges in sparse linear modelling, linear and non-linear Support Vector Machines applied to large data samples with user-centric and user-friendly emphasis.

Changes:

Initial Announcement on mloss.org.

Authors: Vilen Jumutc
License: Gnu Gpl V3
Programming Language: Julia

Operating System: Agnostic
Data Formats: Ascii, Any Format Supported By Matlab, Libsvm Format, Multiple Representations Format
Tags: Classification, Clustering, Regression, Support Vector Machines, Online Learning, Stochastic Gradient Descent, Machine Learning, Optimization, Algorithms, Supervised Learning, Sparse Learning, Sparsity, Regularization, Prediction, Online Multiclass Classification, Sparse Data, Statistical Learning, Machine Learning Toolbox, Stochastic Optimization

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SALSA.jl 0.0.5