Fix documentation

Author: adrhill

docs/source/conf.py

@@ -27,7 +27,6 @@
 # The full version, including alpha/beta/rc tags
 release = "not set"
 
-
 # -- General configuration ---------------------------------------------------
 
 # If your documentation needs a minimal Sphinx version, state it here.
@@ -59,7 +58,7 @@
 #
 # This is also used if you do content translation via gettext catalogs.
 # Usually you set "language" from the command line for these cases.
-language = None
+language = "en"
 
 # List of patterns, relative to source directory, that match files and
 # directories to ignore when looking for source files.

docs/source/index.rst

@@ -23,7 +23,6 @@ API reference
 
   modules/innvestigate
   modules/analyzer
-  modules/applications
   modules/tools
   modules/utils
 

docs/source/modules/analyzer.rst

@@ -24,13 +24,6 @@ Layer-wise relevance propagation
    :undoc-members:
 
 
-Pattern methods
----------------
-
-.. automodule:: innvestigate.analyzer.pattern_based
-   :members:
-   :undoc-members:
-
 Deep Taylor
 ---------------
 

docs/source/modules/applications.rst

@@ -1,13 +1,6 @@
 innvestigate.tools
 ==================
 
-Pattern Computation
----------------
-
-.. automodule:: innvestigate.tools.pattern
-   :members: PatternComputer
-   :undoc-members: BasePattern
-
 Perturbation Analysis
 ---------------
 

docs/source/modules/tools.rst

@@ -15,6 +15,6 @@ Visualizations
 Keras-Utils
 ------------
 
-.. automodule:: innvestigate.utils.keras.graph
-   :members: copy_layer, copy_layer_wo_act, model_wo_softmax, get_model_execution_graph, reverse_model
+.. automodule:: innvestigate.backend.graph
+   :members: copy_layer, copy_layer_wo_activation, model_wo_softmax, get_model_execution_graph, reverse_model
    :undoc-members:

docs/source/modules/utils.rst

@@ -1000,6 +1000,7 @@ def reverse_model(
     """
     Reverses a Keras model based on the given reverse functions.
     Returns two values:
+
     1. the reverted tensors for the according model inputs.
     2. If `return_all_reversed_tensors` is true, a dictionary of all reversed tensors,
         otherwise None.
@@ -1008,10 +1009,12 @@ def reverse_model(
     :param reverse_mappings: Either a callable that matches layers to
       mappings or a dictionary with layers as keys and mappings as values.
       Allowed as mapping forms are:
+
           * A function of form (A) f(Xs, Ys, reversed_Ys, reverse_state).
           * A function of form f(B) f(layer, reverse_state) that returns
             a function of form (A).
           * A :class:`ReverseMappingBase` subclass.
+
     :param default_reverse_mapping: A function that reverses layers for
       which no mapping was given by param "reverse_mappings".
     :param head_mapping: Map output tensors to new values before passing