vis_utils

vis_utils#

A set of utility functions for generating visualizations for the model.

Functions

plot_checkpoint_inference_correlation_pairs(...)

Plot correlation pairs of sampled parameters with histograms and trend lines.

plot_mcmc_chains(samples_in[, matplotlib_style])

Plot MCMC chains for each sampled parameter in a grid of subplots.

plot_model_overview_subplot_matplotlib(...)

Generate an overview figure containing subplots for various model metrics.

plot_prior_distributions(priors[, ...])

Visualize prior distributions by sampling from them and plotting the results.

plot_violin_plots([priors, posteriors, ...])

Save violin plot of priors and posteriors together.

Exceptions

VisualizationError

An exception class for Visualization Errors.