Bayesian Machine Learning Python Packages

stochtree

Stochastic tree ensembles (BART / XBART) for supervised learning and causal inference

bayes-hdc

Hyperdimensional computing with statistical guarantees: calibrated probabilities, conformal prediction sets, anomaly detection with a guaranteed false-positive rate

aboleth

A bare-bones TensorFlow framework for Bayesian deep learning and Gaussian process approximation

xgpr

Efficient approximate Bayesian machine learning