continuously-tempered-hmc

MetaOps

Tuning the Parameters of Heuristic Optimizers (Meta-Optimization / Hyper-Parameter Optimization)

AST542

Princeton astro grad seminar on statistical methods

intro-to-netcdf

An introduction to netcdf files in R, python, and matlab

systems-microbiology-hiv

Machine learning and phylogenetics on HIV

dbal

discrepancy-based-active-learning

adaptive-hmc

Self-tuning HMC algorithms and evaluations

jupytercon2017

Material for Data analysis and machine learning in Jupyter

ml-workshop-intermediate-v2

handson-ml

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

bhm-at-scale

🪜 Bayesian Hierarchical Models at Scale

AlgoSB2021

Exercise material for the AlgoSB machine learning winter school in Marseille (France) 2021

ssm_book_club

data-testing-tutorial

A short tutorial for data scientists on how to write tests for code + data.

hamiltonian_monte_carlo_talk

Essay on Hamiltonian Monte Carlo in PyMC3

tectosaur2