Plotting

PyAutoLens custom visualization library.

Step-by-step Juypter notebook guides illustrating all objects listed on this page are provided on the autolens_workspace: plot tutorials and it is strongly recommended you use those to learn plot customization.

Examples / Tutorials:

• autolens_workspace: plot tutorials

Plotters [aplt]

Create figures and subplots showing quantities of standard PyAutoLens objects.

Array2DPlotter	Plots Array2D objects using the matplotlib method imshow() and many other matplotlib functions which customize the plot's appearance.
Grid2DPlotter	Plots Grid2D objects using the matplotlib method scatter() and many other matplotlib functions which customize the plot's appearance.
MapperPlotter	Plots the attributes of Mapper objects using the matplotlib method imshow() and many other matplotlib functions which customize the plot's appearance.
YX1DPlotter	Plots two 1D objects using the matplotlib method plot() (or a similar method) and many other matplotlib functions which customize the plot's appearance.
InversionPlotter	Plots the attributes of Inversion objects using the matplotlib method imshow() and many other matplotlib functions which customize the plot's appearance.
ImagingPlotter	Plots the attributes of Imaging objects using the matplotlib method imshow() and many other matplotlib functions which customize the plot's appearance.
InterferometerPlotter	Plots the attributes of Interferometer objects using the matplotlib methods plot(), scatter() and imshow() and other matplotlib functions which customize the plot's appearance.
LightProfilePlotter	Plots the attributes of LightProfile objects using the matplotlib methods plot() and imshow() and many other matplotlib functions which customize the plot's appearance.
LightProfilePDFPlotter	Plots the attributes of a list of LightProfile objects using the matplotlib methods plot() and imshow() and many other matplotlib functions which customize the plot's appearance.
GalaxyPlotter	Plots the attributes of Galaxy objects using the matplotlib methods plot() and imshow() and many other matplotlib functions which customize the plot's appearance.
FitImagingPlotter	Plots the attributes of FitImaging objects using the matplotlib method imshow() and many other matplotlib functions which customize the plot's appearance.
FitInterferometerPlotter	Plots the attributes of FitInterferometer objects using the matplotlib method imshow() and many other matplotlib functions which customize the plot's appearance.
GalaxiesPlotter	Plots the attributes of a list of galaxies using the matplotlib methods plot() and imshow() and many other matplotlib functions which customize the plot's appearance.
AdaptPlotter
FitImagingPlotter	Plots the attributes of FitImaging objects using the matplotlib method imshow() and many other matplotlib functions which customize the plot's appearance.
FitInterferometerPlotter	Plots the attributes of FitInterferometer objects using the matplotlib method imshow() and many other matplotlib functions which customize the plot's appearance.
MultiFigurePlotter	Plots multiple figures of plotter objects on the same subplot.
MultiYX1DPlotter

Non-linear Search Plotters [aplt]

Create figures and subplots of non-linear search specific visualization of every search algorithm supported by PyAutoGalaxy.

NestPlotter
MCMCPlotter
MLEPlotter

Plot Customization [aplt]

Customize figures created via Plotter objects, including changing matplotlib settings and adding visuals to figures.

MatPlot1D	Visualizes 1D data structures as a y versus x plot using Matplotlib.
MatPlot2D	Visualizes data structures (e.g an Array2D, Grid2D, VectorField, etc.) using Matplotlib.
Include1D	Sets which Visuals1D are included on a figure plotting 1D data that is plotted using a Plotter1D.
Include2D	Sets which Visuals2D are included on a figure plotting 2D data that is plotted using a Plotter.
Visuals1D
Visuals2D

Matplot Lib Wrappers [aplt]

Wrappers for every matplotlib function used by a Plotter, allowing for detailed customization of every figure and subplot.

Matplotlib Wrapper Base Objects:

Units	This object controls the units of a plotted figure, and performs multiple tasks when making the plot:
Figure	An abstract base class for wrapping matplotlib plotting methods.
Axis	Customizes the axis of the plotted figure.
Cmap	Customizes the Matplotlib colormap and its normalization.
Colorbar	Customizes the colorbar of the plotted figure.
ColorbarTickParams	An abstract base class for wrapping matplotlib plotting methods.
TickParams	An abstract base class for wrapping matplotlib plotting methods.
YTicks	The settings used to customize a figure's y and x ticks using the YTicks and XTicks objects.
XTicks	The settings used to customize a figure's y and x ticks using the YTicks and XTicks objects.
Title	The settings used to customize the figure's title.
YLabel	The settings used to customize the figure's title and y and x labels.
XLabel	The settings used to customize the figure's title and y and x labels.
Legend	An abstract base class for wrapping matplotlib plotting methods.
Output	Sets how the figure or subplot is output, either by displaying it on the screen or writing it to hard-disk.

Matplotlib Wrapper 1D Objects:

YXPlot

Plots 1D data structures as a y vs x figure.

Matplotlib Wrapper 2D Objects:

ArrayOverlay	An abstract base class for wrapping matplotlib plotting methods.
GridScatter	An abstract base class for wrapping matplotlib plotting methods.
GridPlot	An abstract base class for wrapping matplotlib plotting methods.
VectorYXQuiver	An abstract base class for wrapping matplotlib plotting methods.
PatchOverlay	An abstract base class for wrapping matplotlib plotting methods.
VoronoiDrawer	An abstract base class for wrapping matplotlib plotting methods.
OriginScatter	An abstract base class for wrapping matplotlib plotting methods.
MaskScatter	An abstract base class for wrapping matplotlib plotting methods.
BorderScatter	An abstract base class for wrapping matplotlib plotting methods.
PositionsScatter	An abstract base class for wrapping matplotlib plotting methods.
IndexScatter	An abstract base class for wrapping matplotlib plotting methods.
MeshGridScatter	An abstract base class for wrapping matplotlib plotting methods.
ParallelOverscanPlot	An abstract base class for wrapping matplotlib plotting methods.
SerialPrescanPlot	An abstract base class for wrapping matplotlib plotting methods.
SerialOverscanPlot	An abstract base class for wrapping matplotlib plotting methods.