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MDP

MDP is a Python data processing framework. Implemented algorithms include: Principal Component Analysis, Independent Component Analysis, Slow Feature Analysis, Independent Slow Feature Analysis, and many more.

Modular toolkit for Data Processing (MDP) is a data processing
framework written in Python.

From the user's perspective, MDP consists of a collection of trainable
supervised and unsupervised algorithms or other data processing units
(nodes) that can be combined into data processing flows. Given a
sequence of input data, MDP takes care of successively training or
executing all nodes in the flow. This structure allows to specify
complex algorithms as a sequence of simpler data processing steps in a
natural way. Training can be performed using small chunks of input
data, so that the use of very large data ...

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