Plotting functions#

These functions all are intended to help visualize the status and outputs of synthesis objects. The following accept all synthesis classes:

`synthesis_imshow`	Display image of synthesis object.
`synthesis_histogram`	Plot histogram of values of synthesis objects.
`synthesis_status`	Make a plot showing synthesis status.

The following accept Metamer / MetamerCTF and MADCompetition objects:

`synthesis_loss`	Plot synthesis loss.
`synthesis_animate`	Animate synthesis progress.

The following accept only objects of a single class.

Plot representation error showing how close we are to convergence.

`mad_imshow_all`	Display all MAD Competition images.
`mad_loss_all`	Plot loss for full set of MAD Competiton instances.

Display base image, eigendistortions alone, and eigendistortions added to the image.

The following functions can be used to visualize torch.Tensor objects directly: images, videos, and model representations.

`imshow`	Show image(s), avoiding interpolation.
`animshow`	Animate video(s), avoiding interpolation.
`pyrshow`	Display steerable pyramid coefficients in orderly fashion.
`plot_representation`	Plot model representation.
`stem_plot`	Create a simple stem plot.
`histogram`	Plot histogram of values from tensor.
`update_plot`	Update the information in some axes (for an animation).