An automatic Gaussian process classifier.
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utils
.gitignore
README.md
__init__.py
experiments.py
flexible_function.py
gpcdata.py
gpcdatatest.py
gpcexperiment.py
gpckernel.py
gpckerneltest.py
gpcplot.py
gpcplottest.py
gpcreport.py
gpcreporttest.py
gpcsearch.py
gpcsearchtest.py
grammar.py

README.md

AutoGPC

An automatic Gaussian process classifier.

What is AutoGPC?

AutoGPC is a package for automatic construction and natural-language description of (binary) classification models based on Gaussian processes. It is an extension to the Automatic Statistician which aims to automate data science.

This package constitutes a large part of the author's M.Eng. dissertation at the Machine Learning Group of University of Cambridge. It is a work-in-progress.

Dependencies

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