infpy

A Python inference library
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  • Rating:
  • License:
  • BSD License
  • Price:
  • FREE
  • Publisher Name:
  • John Reid
  • Publisher web site:
  • http://sysbio.mrc-bsu.cam.ac.uk/

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infpy Description

infpy is a Python module that implements some of the algorithms used in the author's research.In particular it has a Gaussian process package that is largely based on this excellent book.The infpy Gaussian process package features:- Many different kernels are supported out of the box- Kernel composition (point-wise sum and product)- Maximum likelihood estimation of hyper-parameters- Numpy integration- Matplotlib plots- Best of both worlds : ease of using an interpreted language but all performance critical linear algebra performed in compiled codeProduct's homepage


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