infpy 0.4.0

A python inference library

Infpy is a python package I have put together that implements some of the algorithms I (John Reid) have used in my 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 code