mloss | All entries

MLPACK 0.1

by fastlab - November 20, 2008, 01:48:19 CET [ ] 996 views, 250 downloads, 3 subscriptions

MLPACK is the first comprehensive scalable machine learning library.

Authors: Alexander Gray, Chip Mappus, Dongryeol Lee, Garry Boyer, Hua Ouyang, Long Tran, Nikolaos Vasiloglou, Nishant Mehta, Parikshit Ram, Ryan Riegel, Wee Chin Wong
License: Gpl Version 2
Programming Language: C++, C

Operating System: Cygwin, Linux, Macosx
Tags: Clustering, Kernel Methods, Convex Optimization, Classifiaction, Density Estimation, Large Scale Learning, Kalman Filter, K Nearest Neighbor Classification, Algorithms, Classifiers, Nips2008, Kdtree

Elefant 0.2

by kishorg - October 17, 2008, 03:18:11 CET [ ] 1677 views, 884 downloads, 2 comments, 2 subscriptions

Elefant is an open source software platform for the Machine Learning community licensed under the Mozilla Public License (MPL) and developed using Python, C, and C++. We aim to make it the platform [...]

Authors: Alex Smola, Choon Hui Teo, Christfried Webers, Javen Qinfeng Shi, Julian Mcauley, Kishor Gawande, Le Song, Quoc Le, S V N Vishwanathan, Simon Guenter
License: Mpl 1.1
Programming Language: C++, Python, C

Operating System: Linux, Macosx, Windows
Tags: String Kernel, Support Vector Machine, Python, Regression, Kernels, Online Learning, Feature Selection, Classifiaction, Nips2008

iBoost 0.1

by hiroto - December 1, 2007, 00:34:06 CET [ ] 825 views, 213 downloads, 0 subscriptions

Itemset boosting (iBoost) performs linear regression in the complete space of power sets of mutations. It implements a forward feature selection procedure where, in each iteration, one mutation [...]

Authors: Sebastian Nowozin, Hiroto Saigo, Takeaki Uno
License: Gpl Version 2 Or Later
Programming Language: Python, Matlab, C

Operating System: Linux
Tags: Regression, Ensembles, Classifiaction, Boosting

PLearn 0.92

by vincentp - November 30, 2007, 07:51:26 CET [ ] 1219 views, 313 downloads, 0 subscriptions

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PLearn is a large C++ machine-learning library with a set of Python tools and Python bindings. It is mostly a research platform for developing novel algorithms, and is being used extensively at [...]

Authors: Nicolas Chapados, Pascal Vincent, Yoshua Bengio
License: Free Bsd
Programming Language: C++, Python

Operating System: Cygwin, Linux, Macosx
Tags: Regression, Classifiaction, Deep Belief Networks, Deep Learning, Density Estimation, Dimensionality Reduction, Gradient Based Learning, Large Scale Learning, Manifold Learning, Neural Networks, Nonpar

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MLPACK 0.1

Elefant 0.2

iBoost 0.1

PLearn 0.92