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Machine Learning and Statistics for Physicists

Material for a UC Irvine course offered by the Department of Physics and Astronomy.

Content is maintained on github and distributed under a BSD3 license.

Table of contents

The notebooks contain exercises but you will need to enable the exercise2 extension to hide the solutions while you work on them, as described in the setup instructions. All solutions are visible if you view notebooks on github.

Instructors are welcome to contact dkirkby at uci.edu for access to additional material or to discuss collaboration.