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Top / Computers / Artificial_Intelligence / Machine_Learning / Software /

SNoW: Sparse Network of Winnows A learning architecture specifically tailored for learning in very high-dimensional feature spaces. The current release uses sparse variations of Winnow, Perceptron, and Naive Bayes. [AFL] http://l2r.cs.uiuc.edu/~danr/snow.html Uiuc.edu  ~   Site Info   Whois   Trace Route   RBL Check   MEME/MAST: Motif Discovery and Search A software package to discover motifs (highly conserved regions) in groups of related DNA or protein sequences and, search sequence databases using motifs. [Commercial] http://meme.sdsc.edu/meme/intro.html Sdsc.edu  ~   Site Info   Whois   Trace Route   RBL Check   Maximum Entropy Modeling Toolkit A library of tools for constructing maximum entropy (maxent) model in either python or C++. Some program features are L-BFGS and GIS parameter estimation, and gaussian prior smoothing. [GPL] http://homepages.inf.ed.ac.uk/s0450736/maxent_toolkit.html Ed.ac.uk  ~   Site Info   Whois   Trace Route   RBL Check   Nonparametric Classification with Polynomial MPMC Cascades Scalable non-parametric classification with Polynomial MPMC Cascades for use in Matlab. [GPL] http://cervisia.org/machine_learning_code.php Cervisia.org  ~   Site Info   Whois   Trace Route   RBL Check   Rapid Miner The Rapid Miner toolset is an environment for machine learning through use of nested operators. Multiple experiments can be arbitrarily nested together through use of a graphical XML based user interface. (Formerly YALE) [GPL] http://rapid-i.com/ Rapid-i.com  ~   Site Info   Whois   Trace Route   RBL Check   KEEL: Knowledge Extraction based on Evolutionary Learning The aim of this project is to develop a Computational Environment for integrating the design and use of knowledge extraction models from data using evolutionary algorithms. Genetic learning may also be applied to the model. [GPL] http://sci2s.ugr.es/keel/ Ugr.es  ~   Site Info   Whois   Trace Route   RBL Check   The PNC2 Rule Induction System Windows software tool that induces rules from your data using the PNC2 cluster algorithm. An integrated parameter-tuning component allows easy adjustment of the algorithms behavior to the given problem without requiring any further knowledge. [GPL] http://www.newty.de/pnc2/index.html Newty.de  ~   Site Info   Whois   Trace Route   RBL Check   The Torch Machine Learning Library This package forms a complete gradient descent machine learning library. Modules support vector machines in classification and regression, ensemble models such as bagging or adaboost, non-parametric models such as K-nearest neighbors, Parzen regression, http://www.torch.ch Torch.ch  ~   Site Info   Whois   Trace Route   RBL Check   (H)HMM Library and Designer This library allows probabilistic sequence models to be constructed through use of Hidden Markov models (HMMs) and Hierarchical Markov models HMMs (HHMMs) in Ocaml programming language. [GPL] http://connex.lip6.fr/%7ebinsztok/hhld.html Lip6.fr  ~   Site Info   Whois   Trace Route   RBL Check   Spider: General Purpose Machine Learning Toolbox in Matlab An object orientated environment for machine learning in Matlab. Algorithms can be plugged together and can be compared with (e.g. model selection, statistical tests and visual plots). Algorithms may be downloaded separately. [GPL] http://www.kyb.tuebingen.mpg.de/bs/people/spider/index.html Mpg.de  ~   Site Info   Whois   Trace Route   RBL Check