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aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."
Companion webpage to the book "Mathematics For Machine Learning"
An interactive book about the Riemann problem for hyperbolic PDEs, using Jupyter notebooks.
Software libraries for solving models described in Mathematical GeoEnergy (Wiley, 2018)