mloss.org monte pythonhttp://mloss.orgUpdates and additions to monte pythonenFri, 09 May 2008 21:45:47 -0000monte python 0.1.0http://mloss.org/software/view/71/<html><p>Monte (python) is a small machine learning library written in pure Python. The focus is on gradient based learning, in particular on the construction of complex models from many smaller components.
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<p>Monte in addition contains some simple implementations (often only a few lines long) of a variety of standard learning algorithms, such as kmeans, k-nearest neighbors, logistic regression, the Lasso, and others. Because of its simplicity and its focus on pure Python, Monte code has been claimed to be a useful aid for learning the basics of numerical- and ML-programming in Python, or to make the transition from the more common, commercial numerical languages.
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<p>The gradient based learning part of Monte is inspired mainly by the gradient based learning library available for the Lush language.
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<p>Most of the code in Monte depends on Python (>=2.4), Numpy (>=1.0) and Matplotlib (>=0.87).
</p></html>Roland MemisevicFri, 09 May 2008 21:45:47 -0000http://mloss.org/software/rss/comments/71http://mloss.org/software/view/71/pythongradient based learningneural networksmachine learning