This is the Linux app named Modular toolkit for Data Processing MDP to run in Linux online whose latest release can be downloaded as MDP-3.4.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
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Modular toolkit for Data Processing MDP to run in Linux online
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DESCRIPTION
The Modular toolkit for Data Processing (MDP) is a Python data processing framework.From the user's perspective, MDP is a collection of supervised and unsupervised learning algorithms and other data processing units that can be combined into data processing sequences and more complex feed-forward network architectures.
From the scientific developer's perspective, MDP is a modular framework, which can easily be expanded. The implementation of new algorithms is easy and intuitive. The new implemented units are then automatically integrated with the rest of the library.
The base of available algorithms is steadily increasing and includes signal processing methods (Principal Component Analysis, Independent Component Analysis, Slow Feature Analysis), manifold learning methods ([Hessian] Locally Linear Embedding), several classifiers, probabilistic methods (Factor Analysis, RBM), data pre-processing methods, and many others.
Audience
Science/Research, Education, Developers
Programming Language
Python
This is an application that can also be fetched from https://sourceforge.net/projects/mdp-toolkit/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
