diff --git a/SimPEG/Examples/__init__.py b/SimPEG/Examples/__init__.py
index e788cd4c..2ee4eb6d 100644
--- a/SimPEG/Examples/__init__.py
+++ b/SimPEG/Examples/__init__.py
@@ -95,7 +95,7 @@ if __name__ == '__main__':
     from SimPEG import Examples
     Examples.%s.run()
 
-.. literalinclude:: ../../../../SimPEG/Examples/%s.py
+.. literalinclude:: ../../../SimPEG/Examples/%s.py
     :language: python
     :linenos:
 """%(name,doc,name,name)
diff --git a/docs/content/examples/DC_Analytic_Dipole.rst b/docs/content/examples/DC_Analytic_Dipole.rst
index 9f895944..955ddf10 100644
--- a/docs/content/examples/DC_Analytic_Dipole.rst
+++ b/docs/content/examples/DC_Analytic_Dipole.rst
@@ -16,6 +16,6 @@ DC Analytic Dipole
     from SimPEG import Examples
     Examples.DC_Analytic_Dipole.run()
 
-.. literalinclude:: ../../../../SimPEG/Examples/DC_Analytic_Dipole.py
+.. literalinclude:: ../../../SimPEG/Examples/DC_Analytic_Dipole.py
     :language: python
     :linenos:
diff --git a/docs/content/examples/DC_Forward_PseudoSection.rst b/docs/content/examples/DC_Forward_PseudoSection.rst
index 2afb4a34..a59aec60 100644
--- a/docs/content/examples/DC_Forward_PseudoSection.rst
+++ b/docs/content/examples/DC_Forward_PseudoSection.rst
@@ -31,6 +31,6 @@ Created by @fourndo
     from SimPEG import Examples
     Examples.DC_Forward_PseudoSection.run()
 
-.. literalinclude:: ../../../../SimPEG/Examples/DC_Forward_PseudoSection.py
+.. literalinclude:: ../../../SimPEG/Examples/DC_Forward_PseudoSection.py
     :language: python
     :linenos:
diff --git a/docs/content/examples/EM_FDEM_1D_Inversion.rst b/docs/content/examples/EM_FDEM_1D_Inversion.rst
index c087d81a..3cac55db 100644
--- a/docs/content/examples/EM_FDEM_1D_Inversion.rst
+++ b/docs/content/examples/EM_FDEM_1D_Inversion.rst
@@ -21,6 +21,6 @@ Here we will create and run a FDEM 1D inversion.
     from SimPEG import Examples
     Examples.EM_FDEM_1D_Inversion.run()
 
-.. literalinclude:: ../../../../SimPEG/Examples/EM_FDEM_1D_Inversion.py
+.. literalinclude:: ../../../SimPEG/Examples/EM_FDEM_1D_Inversion.py
     :language: python
     :linenos:
diff --git a/docs/content/examples/EM_FDEM_Analytic_MagDipoleWholespace.rst b/docs/content/examples/EM_FDEM_Analytic_MagDipoleWholespace.rst
index 418175db..81a4cb00 100644
--- a/docs/content/examples/EM_FDEM_Analytic_MagDipoleWholespace.rst
+++ b/docs/content/examples/EM_FDEM_Analytic_MagDipoleWholespace.rst
@@ -21,6 +21,6 @@ Here we plot the magnetic flux density from a harmonic dipole in a wholespace.
     from SimPEG import Examples
     Examples.EM_FDEM_Analytic_MagDipoleWholespace.run()
 
-.. literalinclude:: ../../../../SimPEG/Examples/EM_FDEM_Analytic_MagDipoleWholespace.py
+.. literalinclude:: ../../../SimPEG/Examples/EM_FDEM_Analytic_MagDipoleWholespace.py
     :language: python
     :linenos:
diff --git a/docs/content/examples/EM_Schenkel_Morrison_Casing.rst b/docs/content/examples/EM_Schenkel_Morrison_Casing.rst
index e845105b..c82a1ad0 100644
--- a/docs/content/examples/EM_Schenkel_Morrison_Casing.rst
+++ b/docs/content/examples/EM_Schenkel_Morrison_Casing.rst
@@ -56,6 +56,6 @@ citation would be much appreciated!
     from SimPEG import Examples
     Examples.EM_Schenkel_Morrison_Casing.run()
 
-.. literalinclude:: ../../../../SimPEG/Examples/EM_Schenkel_Morrison_Casing.py
+.. literalinclude:: ../../../SimPEG/Examples/EM_Schenkel_Morrison_Casing.py
     :language: python
     :linenos:
diff --git a/docs/content/examples/EM_TDEM_1D_Inversion.rst b/docs/content/examples/EM_TDEM_1D_Inversion.rst
index 7619305b..dd308472 100644
--- a/docs/content/examples/EM_TDEM_1D_Inversion.rst
+++ b/docs/content/examples/EM_TDEM_1D_Inversion.rst
@@ -21,6 +21,6 @@ Here we will create and run a TDEM 1D inversion.
     from SimPEG import Examples
     Examples.EM_TDEM_1D_Inversion.run()
 
-.. literalinclude:: ../../../../SimPEG/Examples/EM_TDEM_1D_Inversion.py
+.. literalinclude:: ../../../SimPEG/Examples/EM_TDEM_1D_Inversion.py
     :language: python
     :linenos:
diff --git a/docs/content/examples/FLOW_Richards_1D_Celia1990.rst b/docs/content/examples/FLOW_Richards_1D_Celia1990.rst
index cb4c0e02..5bad1485 100644
--- a/docs/content/examples/FLOW_Richards_1D_Celia1990.rst
+++ b/docs/content/examples/FLOW_Richards_1D_Celia1990.rst
@@ -47,6 +47,6 @@ Here we reproduce the results from Celia1990_ demonstrating the head-based formu
     from SimPEG import Examples
     Examples.FLOW_Richards_1D_Celia1990.run()
 
-.. literalinclude:: ../../../../SimPEG/Examples/FLOW_Richards_1D_Celia1990.py
+.. literalinclude:: ../../../SimPEG/Examples/FLOW_Richards_1D_Celia1990.py
     :language: python
     :linenos:
diff --git a/docs/content/examples/Inversion_Linear.rst b/docs/content/examples/Inversion_Linear.rst
index 83109128..922cf4e0 100644
--- a/docs/content/examples/Inversion_Linear.rst
+++ b/docs/content/examples/Inversion_Linear.rst
@@ -21,6 +21,6 @@ Here we go over the basics of creating a linear problem and inversion.
     from SimPEG import Examples
     Examples.Inversion_Linear.run()
 
-.. literalinclude:: ../../../../SimPEG/Examples/Inversion_Linear.py
+.. literalinclude:: ../../../SimPEG/Examples/Inversion_Linear.py
     :language: python
     :linenos:
diff --git a/docs/content/examples/MT_1D_ForwardAndInversion.rst b/docs/content/examples/MT_1D_ForwardAndInversion.rst
index d137bcb0..79c11cfc 100644
--- a/docs/content/examples/MT_1D_ForwardAndInversion.rst
+++ b/docs/content/examples/MT_1D_ForwardAndInversion.rst
@@ -22,6 +22,6 @@ Setup and run a MT 1D inversion.
     from SimPEG import Examples
     Examples.MT_1D_ForwardAndInversion.run()
 
-.. literalinclude:: ../../../../SimPEG/Examples/MT_1D_ForwardAndInversion.py
+.. literalinclude:: ../../../SimPEG/Examples/MT_1D_ForwardAndInversion.py
     :language: python
     :linenos:
diff --git a/docs/content/examples/MT_3D_Foward.rst b/docs/content/examples/MT_3D_Foward.rst
index 916c47cd..a07fbdaf 100644
--- a/docs/content/examples/MT_3D_Foward.rst
+++ b/docs/content/examples/MT_3D_Foward.rst
@@ -21,6 +21,6 @@ Forward model 3D MT data.
     from SimPEG import Examples
     Examples.MT_3D_Foward.run()
 
-.. literalinclude:: ../../../../SimPEG/Examples/MT_3D_Foward.py
+.. literalinclude:: ../../../SimPEG/Examples/MT_3D_Foward.py
     :language: python
     :linenos:
diff --git a/docs/content/examples/Mesh_Basic_ForwardDC.rst b/docs/content/examples/Mesh_Basic_ForwardDC.rst
index fe158027..b2660555 100644
--- a/docs/content/examples/Mesh_Basic_ForwardDC.rst
+++ b/docs/content/examples/Mesh_Basic_ForwardDC.rst
@@ -20,6 +20,6 @@ Mesh: Basic Forward 2D DC Resistivity
     from SimPEG import Examples
     Examples.Mesh_Basic_ForwardDC.run()
 
-.. literalinclude:: ../../../../SimPEG/Examples/Mesh_Basic_ForwardDC.py
+.. literalinclude:: ../../../SimPEG/Examples/Mesh_Basic_ForwardDC.py
     :language: python
     :linenos:
diff --git a/docs/content/examples/Mesh_Basic_PlotImage.rst b/docs/content/examples/Mesh_Basic_PlotImage.rst
index 63d8c93b..6761ff7e 100644
--- a/docs/content/examples/Mesh_Basic_PlotImage.rst
+++ b/docs/content/examples/Mesh_Basic_PlotImage.rst
@@ -22,6 +22,6 @@ You can use M.PlotImage to plot images on all of the Meshes.
     from SimPEG import Examples
     Examples.Mesh_Basic_PlotImage.run()
 
-.. literalinclude:: ../../../../SimPEG/Examples/Mesh_Basic_PlotImage.py
+.. literalinclude:: ../../../SimPEG/Examples/Mesh_Basic_PlotImage.py
     :language: python
     :linenos:
diff --git a/docs/content/examples/Mesh_Basic_Types.rst b/docs/content/examples/Mesh_Basic_Types.rst
index b77e7a6f..4bd4cf7c 100644
--- a/docs/content/examples/Mesh_Basic_Types.rst
+++ b/docs/content/examples/Mesh_Basic_Types.rst
@@ -21,6 +21,6 @@ Here we show SimPEG used to create three different types of meshes.
     from SimPEG import Examples
     Examples.Mesh_Basic_Types.run()
 
-.. literalinclude:: ../../../../SimPEG/Examples/Mesh_Basic_Types.py
+.. literalinclude:: ../../../SimPEG/Examples/Mesh_Basic_Types.py
     :language: python
     :linenos:
diff --git a/docs/content/examples/Mesh_Operators_CahnHilliard.rst b/docs/content/examples/Mesh_Operators_CahnHilliard.rst
index ece0eef9..dd43aa45 100644
--- a/docs/content/examples/Mesh_Operators_CahnHilliard.rst
+++ b/docs/content/examples/Mesh_Operators_CahnHilliard.rst
@@ -52,6 +52,6 @@ field separating as the time increases.
     from SimPEG import Examples
     Examples.Mesh_Operators_CahnHilliard.run()
 
-.. literalinclude:: ../../../../SimPEG/Examples/Mesh_Operators_CahnHilliard.py
+.. literalinclude:: ../../../SimPEG/Examples/Mesh_Operators_CahnHilliard.py
     :language: python
     :linenos:
diff --git a/docs/content/examples/Mesh_QuadTree_Creation.rst b/docs/content/examples/Mesh_QuadTree_Creation.rst
index 0e8e1a2d..d77f6fea 100644
--- a/docs/content/examples/Mesh_QuadTree_Creation.rst
+++ b/docs/content/examples/Mesh_QuadTree_Creation.rst
@@ -26,6 +26,6 @@ on an 8x8 mesh (2^3).
     from SimPEG import Examples
     Examples.Mesh_QuadTree_Creation.run()
 
-.. literalinclude:: ../../../../SimPEG/Examples/Mesh_QuadTree_Creation.py
+.. literalinclude:: ../../../SimPEG/Examples/Mesh_QuadTree_Creation.py
     :language: python
     :linenos:
diff --git a/docs/content/examples/Mesh_QuadTree_FaceDiv.rst b/docs/content/examples/Mesh_QuadTree_FaceDiv.rst
index ac1b6fb8..2ecf154b 100644
--- a/docs/content/examples/Mesh_QuadTree_FaceDiv.rst
+++ b/docs/content/examples/Mesh_QuadTree_FaceDiv.rst
@@ -21,6 +21,6 @@ Mesh: QuadTree: FaceDiv
     from SimPEG import Examples
     Examples.Mesh_QuadTree_FaceDiv.run()
 
-.. literalinclude:: ../../../../SimPEG/Examples/Mesh_QuadTree_FaceDiv.py
+.. literalinclude:: ../../../SimPEG/Examples/Mesh_QuadTree_FaceDiv.py
     :language: python
     :linenos:
diff --git a/docs/content/examples/Mesh_QuadTree_HangingNodes.rst b/docs/content/examples/Mesh_QuadTree_HangingNodes.rst
index 829632d3..e1d26b0b 100644
--- a/docs/content/examples/Mesh_QuadTree_HangingNodes.rst
+++ b/docs/content/examples/Mesh_QuadTree_HangingNodes.rst
@@ -26,6 +26,6 @@ on an 8x8 mesh (2^3).
     from SimPEG import Examples
     Examples.Mesh_QuadTree_HangingNodes.run()
 
-.. literalinclude:: ../../../../SimPEG/Examples/Mesh_QuadTree_HangingNodes.py
+.. literalinclude:: ../../../SimPEG/Examples/Mesh_QuadTree_HangingNodes.py
     :language: python
     :linenos:
diff --git a/docs/content/examples/Mesh_Tensor_Creation.rst b/docs/content/examples/Mesh_Tensor_Creation.rst
index 90c94d43..ee3af326 100644
--- a/docs/content/examples/Mesh_Tensor_Creation.rst
+++ b/docs/content/examples/Mesh_Tensor_Creation.rst
@@ -38,6 +38,6 @@ notation::
     from SimPEG import Examples
     Examples.Mesh_Tensor_Creation.run()
 
-.. literalinclude:: ../../../../SimPEG/Examples/Mesh_Tensor_Creation.py
+.. literalinclude:: ../../../SimPEG/Examples/Mesh_Tensor_Creation.py
     :language: python
     :linenos:
diff --git a/docs/content/examples/Utils_surface2ind_topo.rst b/docs/content/examples/Utils_surface2ind_topo.rst
index ef08eae8..5d217562 100644
--- a/docs/content/examples/Utils_surface2ind_topo.rst
+++ b/docs/content/examples/Utils_surface2ind_topo.rst
@@ -23,6 +23,6 @@ a topographic surface.
     from SimPEG import Examples
     Examples.Utils_surface2ind_topo.run()
 
-.. literalinclude:: ../../../../SimPEG/Examples/Utils_surface2ind_topo.py
+.. literalinclude:: ../../../SimPEG/Examples/Utils_surface2ind_topo.py
     :language: python
     :linenos: