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MDP 3.1
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License:
Freeware
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Latest Version:
3.1
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Editors' Review:
Not yet reviewed
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Updated:
Jul 08, 2011
- Publisher:
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Platform:
Windows
- Category:
- Subcategory:
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File size:
0.66 Mb
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Downloads:
150
MDP Description
MDP - Python modular framework containing a large number of learning algorithms.
Python modular framework containing a large number of learning algorithms.
MDP, short for Modular toolkit for Data Processing is a Python-based 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.
Requirements:
- Python
Python modular framework containing a large number of learning algorithms.
MDP, short for Modular toolkit for Data Processing is a Python-based 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.
Requirements:
- Python
MDP 3.1 is licensed as Freeware for the Windows operating system / platform. MDP is provided as a free download for all software users (Freeware).
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MDP Download Notice
MDP is periodically updated by FileCluster but you may encounter situations when the software informations are slightly out-of-date, the producers of MDP can modify the product without notifying us. MDP 3.1 is currently the last updated version of the software. All rights for MDP are belong to the developer, Rike-Benjamin Schuppner, Tiziano Zito, Pietro Berkes.
Any form of support or software problems regarding MDP will be addressd to its developers. Please be aware that we do NOT provide MDP cracks, serial numbers, registration codes or any forms of pirated software downloads.
Any form of support or software problems regarding MDP will be addressd to its developers. Please be aware that we do NOT provide MDP cracks, serial numbers, registration codes or any forms of pirated software downloads.
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