Python APIΒΆ

This section includes information for using the Python API of credible.

credible.bayesian.metrics

Implementation of Scikit-Learn compatible measures with bayesian credible regions.

credible.bayesian.kfold

Implementation of Scikit-Learn compatible measures with bayesian credible regions for k-folding experiments.

credible.bayesian.functors

Functors with standard credible region parameterisation.

credible.bayesian.utils

Functions to evalute the (Bayesian) credible region of measures.

credible.frequentist.functors

Functors with standard confidence interval parameterisation.

credible.frequentist.utils

Frequentist confidence interval estimation.

credible.curves

Curve plotting support.

credible.plot

Plotting support for our curves.

credible.utils

Basic typing used throughout this package.