varplot - Plot histograms for indiviual parameters

var_plot_size
plot_vars	Plot parameter histograms in a grid on the figure.
plot_var

Build layout for histogram plots

bumps.dream.varplot.plot_var(draw, vstats, var, cbar, axes=None, nbins=30, full=False)

bumps.dream.varplot.plot_vars(draw, all_vstats, fig=None, nbins: int = 30, full: bool = False)

Plot parameter histograms in a grid on the figure. Each bar on the histogram is shaded according the nllf of points in that bar, sorted to make a color gradient. The colorbar showing the nllf range is shared across all plots.

If fig is not provided and new figure will be created.

nbins controls the number of bars on each histogram.

Use full=True to plot the histogram across the full range of sample values. By default full=False and only the central 95% range is histogrammed.

The plots can be unreadable when labels overwrite each other. You can adjust the layout by setting H_SPACE, V_SPACE, T_MARGIN, B_MARGIN, L_MARGIN, R_MARGIN (see pyplot.subplots_adjust), TILE_W, TILE_H (for aspect ratio of the subplots) and CBAR_WIDTH (it’s complicated). This will affect every subsequent plot.

bumps.dream.varplot.var_plot_size(n)