MLPY Machine Learning Py 3.5.0

Thu, 15 Mar 2012 09:52:41 -0000

mlpy is a Python module for Machine Learning built on top of NumPy/SciPy and of GSL.

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.

mlpy is free software; you can redistribute it and/or modify it under the terms of the GNU General Public License version 3.

mlpy is available both for Python >=2.6 and Python 3.X.

Features

Regression: Least Squares, Ridge Regression, Last Angle Regression, Elastic Net, Kernel Ridge Regression, Support Vector Machines (SVR), Partial Least Squares (PLS)

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

Clustering: Hierarchical Clustering, Memory-saving Hierarchical Clustering, k-means

Dimensionality Reduction: (Kernel) Fisher Discriminant (FDA), Spectral Regression Discriminant Analysis (SRDA), (kernel) Principal Component Analysis (PCA)

Wavelet Submodule: Discrete, Undecimated and Continuous Wavelet Transform

Feature ranking/selection algorithms, feature lists analysis, resampling, error evaluation, peak finding algorithms

Comment by jacob Yang on 2010-04-30 14:24

jacob Yang — Fri, 30 Apr 2010 14:24:11 -0000

when the program is running, there is no output. I don't know when it will be finish.

Comment by Michele Filosi on 2011-12-13 10:04

Michele Filosi — Tue, 13 Dec 2011 10:04:04 -0000

Very useful and well implemented!

mloss.org MLPY Machine Learning Py

MLPY Machine Learning Py 3.5.0

Features

Comment by jacob Yang on 2010-04-30 14:24

Comment by Michele Filosi on 2011-12-13 10:04