AI Agent Skills

Notebooks about Bayesian methods for machine learning

Mapping spatiotemporal patterns in an online and continuous fashion

Bayesian Optimization and Design of Experiments

Bayesian Analysis with Python (Second Edition)

Bayesian Optimization as a Coverage Tool for Evaluating LLMs. Accurate evaluation (benchmarking) that's 10 times faster with just a few lines of modular code.

Variational Bayesian Monte Carlo (VBMC) algorithm for posterior and model inference in MATLAB

"What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?", NIPS 2017 (unofficial code).

The Bayesian Estimation, Analysis and Regression toolbox (BEAR) is a comprehensive (Bayesian Panel) VAR toolbox for forecasting and policy analysis.

Bayesian Reinforcement Learning in Tensorflow

Safe Bayesian Optimization