Design for a machine learning artificial intelligence framework

Posted by Lirik on Stack Overflow See other posts from Stack Overflow or by Lirik
Published on 2010-03-12T02:48:27Z Indexed on 2010/03/12 3:07 UTC
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machine-learning

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artificial-intelligence

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software-engineering

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design

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framework

This is a community wiki which aims to provide a good design for a machine learning/artificial intelligence framework (ML/AI framework).

Please contribute to the design of a language-agnostic framework which would allow multiple ML/AI algorithms to be plugged into a single framework which:

runs the algorithms with a user-specified data set.
facilitates learning, qualification, and classification.
allows users to easily plug in new algorithms.
can aggregate or create an ensemble of the existing algorithms.
can save/load the progress of the algorithm (i.e. save the network and weights of a neural network, save the tree of a decision tree, etc.).

What is a good design for this sort of ML/AI framework?

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