Essay on Hamiltonian Monte Carlo in PyMC3
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Jupyter notebooks for demo/projects, now that github supports them
Self-tuning HMC algorithms and evaluations
Introduction to quantum Monte Carlo. From the foundations to state-of-the-art Restricted Boltzman...
2014: Variational Monte Carlo for the harmonic oscillator, helium, hydrogen and H2 - IPython not...
Unbiased MCMC with couplings
Continuously tempered Hamiltonian Monte Carlo
A simple pytorch implementation of Langevin Monte Carlo algorithms.
Examples of applied machine learning
A collection of Bayesian data analysis recipes using PyMC3
PyMC educational resources
A comparison of PPL APIs
bayesian graphical modelling and a bit of do-calculus for discrete data.
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programmi...
Doing Bayesian statistics in Python!
How to do Bayesian statistical modelling using numpy and PyMC3