MDPPython modular framework containing a large number of learning algorithms | |
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MDP Ranking & Summary
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- Publisher Name:
- Rike-Benjamin Schuppner, Tiziano Zito, Pietro Berkes
- Operating Systems:
- Windows All
- File Size:
- 660 KB
MDP Tags
- learn Framework Algorithm modular framework Python framework learning algorithm python web framework large number modular program machine learning framework modular execution framework Python CGI framework large number of google map software smart movie software microsoft works task www.software.com wifi password cracker facebook chat software nokia e66 us supervoice crm 1.0 ashampoo mediaplayer 203 messenger 8.5 arabic mydvd le asin fake pics
MDP Description
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 ( Locally Linear Embedding), several classifiers, probabilistic methods (Factor Analysis, RBM), data pre-processing methods, and many others.
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