Changelog

Recent Changes

• Monte Carlo API: monte_carlo_fit now returns only numeric data in the

  xarray.Dataset. Plot generation is optional: pass fig_output_path to save a 2x3 summary figure (parameters on first row, test p-values / RMSE on second), with red dashed vertical lines marking stability sample sizes per variable. Old parameter plot was replaced by fig_output_path (None by default) and plot_type (‘series’ or ‘boxplots’). Figure object is no longer kept in memory; the saved path is stored under the figure_path attribute.

• Added optional progress bar fallback if tqdm is not installed.