cuqi.samples.Samples.plot_pair

Samples.plot_pair(variable_indices=None, kind='scatter', marginals=False, **kwargs)

Plot marginals using a scatter, kde and/or hexbin matrix.

Parameters:

• variable_indices (list, optional) – List of variable indices to plot the autocorrelation for. If no input is given and less than 5 variables exist all are plotted and with more 5 are randomly chosen.

• kind (str or List[str], default="scatter") – Type of plot to display (scatter, kde and/or hexbin)

• marginals (bool, optional, default=False) – If True pairplot will include marginal distributions for every variable

• tool. (Any remaining keyword arguments will be passed to the arviz plotting)

• https (See)

Returns:

axes

Return type:

matplotlib axes or bokeh figures