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A first step in random matrix theory
A first introduction to some basic ideas of random matrix theory
Last updated on Mar 31, 2023 Random matrix, Theory, Intermediate
Mixture models and Expectation-Maximisation algorithm
An overview of how the EM algorithm works with some practical implementation on the Gaussian Mixture Model.
Last updated on Mar 31, 2023 Machine Learning, Intermediate
Notebook
A beginner guide to the link between statistical physics and machine learning
A glimpse of the links between statistical physics and machine learning.
Last updated on Jul 7, 2023 Statistical physics, Machine Learning, Optimisation, Beginner