shortern titles on subplot

Author: Jammy2211

autolens/imaging/model/analysis.py

@@ -1,5 +1,4 @@
 import logging
-import numpy as np
 
 import autofit as af
 import autogalaxy as ag

autolens/imaging/plot/fit_imaging_plotters.py

@@ -428,7 +428,7 @@ def subplot_fit_x1_plane(self):
         self.mat_plot_2d.cmap.kwargs.pop("vmax")
 
         self.residuals_symmetric_cmap = False
-        self.set_title(label="Lens Light Subtracted Image")
+        self.set_title(label="Lens Light Subtracted")
         self.figures_2d(normalized_residual_map=True)
 
         self.mat_plot_2d.cmap.kwargs["vmin"] = 0.0
@@ -468,7 +468,7 @@ def subplot_fit_log10_x1_plane(self):
         self.mat_plot_2d.cmap.kwargs.pop("vmax")
 
         self.residuals_symmetric_cmap = False
-        self.set_title(label="Lens Light Subtracted Image")
+        self.set_title(label="Lens Light Subtracted")
         self.figures_2d(normalized_residual_map=True)
 
         self.residuals_symmetric_cmap = True
@@ -519,15 +519,15 @@ def subplot_fit(self, plane_index: Optional[int] = None):
 
         self.mat_plot_2d.cmap.kwargs["vmin"] = 0.0
 
-        self.set_title(label="Lens Light Subtracted Image")
+        self.set_title(label="Lens Light Subtracted")
         self.figures_2d_of_planes(
             plane_index=plane_index,
             subtracted_image=True,
             use_source_vmax=True,
             remove_critical_caustic=True,
         )
 
-        self.set_title(label="Source Model Image (Image Plane)")
+        self.set_title(label="Source Model Image")
         self.figures_2d_of_planes(
             plane_index=plane_index,
             model_image=True,
@@ -551,7 +551,7 @@ def subplot_fit(self, plane_index: Optional[int] = None):
         self.mat_plot_2d.cmap.kwargs["vmin"] = -1.0
         self.mat_plot_2d.cmap.kwargs["vmax"] = 1.0
 
-        self.set_title(label="Normalized Residual Map (1 sigma)")
+        self.set_title(label=r"Normalized Residual Map $1\sigma$")
         self.figures_2d(normalized_residual_map=True)
         self.set_title(label=None)
 
@@ -624,12 +624,12 @@ def subplot_fit_log10(self, plane_index: Optional[int] = None):
 
         self.mat_plot_2d.cmap.kwargs["vmin"] = 0.0
 
-        self.set_title(label="Lens Light Subtracted Image")
+        self.set_title(label="Lens Light Subtracted")
         self.figures_2d_of_planes(
             plane_index=plane_index, subtracted_image=True, use_source_vmax=True, remove_critical_caustic=True
         )
 
-        self.set_title(label="Source Model Image (Image Plane)")
+        self.set_title(label="Source Model Image")
         self.figures_2d_of_planes(
             plane_index=plane_index, model_image=True, use_source_vmax=True, remove_critical_caustic=True
         )
@@ -652,7 +652,7 @@ def subplot_fit_log10(self, plane_index: Optional[int] = None):
         self.mat_plot_2d.cmap.kwargs["vmin"] = -1.0
         self.mat_plot_2d.cmap.kwargs["vmax"] = 1.0
 
-        self.set_title(label="Normalized Residual Map (1 sigma)")
+        self.set_title(label=r"Normalized Residual Map $1\sigma$")
         self.figures_2d(normalized_residual_map=True)
         self.set_title(label=None)
 

autolens/interferometer/plot/fit_interferometer_plotters.py

@@ -420,7 +420,7 @@ def subplot_fit(self):
         self.mat_plot_2d.cmap.kwargs["vmin"] = -1.0
         self.mat_plot_2d.cmap.kwargs["vmax"] = 1.0
 
-        self.set_title(label="Normalized Residual Map (1 sigma)")
+        self.set_title(label=r"Normalized Residual Map $1\sigma$")
         self.figures_2d(dirty_normalized_residual_map=True)
         self.set_title(label=None)