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.
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- 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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