MLPY Machine Learning Pyhttp://mloss.orgUpdates and additions to MLPY Machine Learning PyenThu, 15 Mar 2012 09:52:41 -0000MLPY Machine Learning Py 3.5.0<html><p>mlpy is a Python module for Machine Learning built on top of NumPy/SciPy and of GSL. </p> <p>mlpy provides high-level functions and classes allowing, with few lines of code, the design of rich workflows for classification, regression, clustering and feature selection. </p> <p>mlpy is free software; you can redistribute it and/or modify it under the terms of the GNU General Public License version 3. </p> <p>mlpy is available both for Python &gt;=2.6 and Python 3.X. </p> <h2>Features</h2> <p>Regression: Least Squares, Ridge Regression, Last Angle Regression, Elastic Net, Kernel Ridge Regression, Support Vector Machines (SVR), Partial Least Squares (PLS) </p> <p>Classification: Linear Discriminant Analysis (LDA), Basic Perceptron, Elastic Net, Logistic Regression, (Kernel) Support Vector Machines (SVM), Diagonal Linear Discriminant Analysis (DLDA), Golub Classifier, Parzen-based, (kernel) Fisher Discriminant Classifier k-Nearest-Neighbor, Iterative RELIEF, Classification Tree, Maximum Likelihood Classifier </p> <p>Clustering: Hierarchical Clustering, Memory-saving Hierarchical Clustering, k-means </p> <p>Dimensionality Reduction: (Kernel) Fisher Discriminant (FDA), Spectral Regression Discriminant Analysis (SRDA), (kernel) Principal Component Analysis (PCA) </p> <p>Wavelet Submodule: Discrete, Undecimated and Continuous Wavelet Transform </p> <p>Feature ranking/selection algorithms, feature lists analysis, resampling, error evaluation, peak finding algorithms </p></html>Davide Albanese, Stefano Merler, Giuseppe Jurman, Roberto Visintainer, Cesare FurlanelloThu, 15 Mar 2012 09:52:41 -0000 analysis<b>Comment by jacob Yang on 2010-04-30 14:24</b><p>when the program is running, there is no output. I don't know when it will be finish. </p> jacob YangFri, 30 Apr 2010 14:24:11 -0000<b>Comment by Michele Filosi on 2011-12-13 10:04</b><p>Very useful and well implemented!</p> Michele FilosiTue, 13 Dec 2011 10:04:04 -0000