parsnip.plot_representation

parsnip.plot_representation(predictions, plot_labels, mask=None, idx1=1, idx2=2, idx3=None, max_count=1000, show_legend=True, legend_ncol=1, marker='o', markersize=5, ax=None)

Plot the representation of a ParSNIP model

Parameters:

  • predictions (Table) – Predictions for a dataset from predict_dataset

  • plot_labels (List[str]) – Labels for each of the classes

  • mask (array, optional) – Mask to apply to the predictions, by default None

  • idx1 (int, optional) – Intrinsic latent variable to plot on the x axis, by default 1

  • idx2 (int, optional) – Intrinsic latent variable to plot on the y axis, by default 2

  • idx3 (int, optional) – If specified, show a three paneled plot with this latent variable in the extra two panels plotted against the other ones

  • max_count (int, optional) – Maximum number of light curves to show of each type, by default 1000

  • show_legend (bool, optional) – Whether to show the legend, by default True

  • legend_ncol (int, optional) – Number of columns to use in the legend, by default 1

  • marker (str, optional) – Matplotlib marker to use, by default None

  • markersize (int, optional) – Matplotlib marker size, by default 5

  • ax (axis, optional) – Matplotlib axis, by default None