diff --git a/.gitignore b/.gitignore
index e792519ad..01554c321 100644
--- a/.gitignore
+++ b/.gitignore
@@ -30,7 +30,6 @@ test_autogalaxy/unit/pipeline/files/plot/PlotterInterface/fit_imaging/fits/signa
 test_autogalaxy/unit/pipeline/files/plot/PlotterInterface/fit_imaging/fits/subtracted_image_of_galaxy_0.fits
 test_autogalaxy/unit/pipeline/files/plot/PlotterInterface/fit_imaging/fits/subtracted_image_of_galaxy_1.fits
 test_autogalaxy/unit/pipeline/files/plot/PlotterInterface/inversion/fits/interpolated_errors.fits
-test_autogalaxy/unit/pipeline/files/plot/PlotterInterface/inversion/fits/interpolated_reconstruction.fits
 test_autogalaxy/unit/pipeline/files/plot/PlotterInterface/inversion/fits/reconstructed_image.fits
 test_autogalaxy/unit/data_temp/simulate_and_fit/image.fits
 test_autogalaxy/unit/data_temp/simulate_and_fit/noise_map.fits
diff --git a/autogalaxy/__init__.py b/autogalaxy/__init__.py
index 79c1e41fc..681dbb440 100644
--- a/autogalaxy/__init__.py
+++ b/autogalaxy/__init__.py
@@ -12,7 +12,6 @@
 from autoarray.dataset.imaging.dataset import Imaging  # noqa
 from autoarray.dataset.interferometer.dataset import Interferometer  # noqa
 from autoarray.dataset.dataset_model import DatasetModel
-from autoarray.inversion.inversion.mapper_valued import MapperValued
 from autoarray.inversion.pixelization import mesh  # noqa
 from autoarray.inversion import regularization as reg  # noqa
 from autoarray.inversion.pixelization import image_mesh
diff --git a/autogalaxy/plot/__init__.py b/autogalaxy/plot/__init__.py
index de1a7e82e..e7d1197b3 100644
--- a/autogalaxy/plot/__init__.py
+++ b/autogalaxy/plot/__init__.py
@@ -28,7 +28,6 @@
     GridPlot,
     VectorYXQuiver,
     PatchOverlay,
-    InterpolatedReconstruction,
     DelaunayDrawer,
     OriginScatter,
     MaskScatter,
diff --git a/autogalaxy/plot/mat_plot/two_d.py b/autogalaxy/plot/mat_plot/two_d.py
index be275a1d0..2c4924163 100644
--- a/autogalaxy/plot/mat_plot/two_d.py
+++ b/autogalaxy/plot/mat_plot/two_d.py
@@ -29,7 +29,6 @@ def __init__(
         grid_plot: Optional[aplt.GridPlot] = None,
         vector_yx_quiver: Optional[aplt.VectorYXQuiver] = None,
         patch_overlay: Optional[aplt.PatchOverlay] = None,
-        interpolated_reconstruction: Optional[aplt.InterpolatedReconstruction] = None,
         delaunay_drawer: Optional[aplt.DelaunayDrawer] = None,
         origin_scatter: Optional[aplt.OriginScatter] = None,
         mask_scatter: Optional[aplt.MaskScatter] = None,
@@ -206,7 +205,6 @@ def __init__(
             array_overlay=array_overlay,
             contour=contour,
             grid_plot=grid_plot,
-            interpolated_reconstruction=interpolated_reconstruction,
             delaunay_drawer=delaunay_drawer,
             use_log10=use_log10,
             quick_update=quick_update,