From 9909b5fdfcd626e5a4dd8a1d3657ad83c452bd1a Mon Sep 17 00:00:00 2001
From: Jim Martens <github@2martens.de>
Date: Fri, 8 Feb 2019 22:42:23 +0100
Subject: [PATCH] Improved docstrings in model module

Signed-off-by: Jim Martens <github@2martens.de>
---
 src/twomartens/masterthesis/aae/model.py | 44 +++---------------------
 1 file changed, 4 insertions(+), 40 deletions(-)

diff --git a/src/twomartens/masterthesis/aae/model.py b/src/twomartens/masterthesis/aae/model.py
index b18e8bf..59d26c2 100644
--- a/src/twomartens/masterthesis/aae/model.py
+++ b/src/twomartens/masterthesis/aae/model.py
@@ -64,16 +64,7 @@ class Encoder(keras.Model):
                                          padding='valid', kernel_initializer=weight_init)
     
     def call(self, inputs: tf.Tensor, **kwargs) -> tf.Tensor:
-        """
-        Overwrites the ``call`` method and is called by ``__call__``.
-        
-        Args:
-            inputs: input values
-            ``**kwargs``: additional keyword arguments - none are used
-        
-        Returns:
-            result values
-        """
+        """See base class."""
         result = self.x_padded(inputs)
         result = self.conv1(result)
         result = self.conv1_a(result)
@@ -120,16 +111,7 @@ class Decoder(keras.Model):
         self.deconv4_cropped = keras.layers.Cropping2D(cropping=1)
     
     def call(self, inputs: tf.Tensor, **kwargs) -> tf.Tensor:
-        """
-        Overwrites the ``call`` method and is called by ``__call__``.
-        
-        Args:
-            inputs: input values
-            ``**kwargs``: additional keyword arguments - none are used
-        
-        Returns:
-            result values
-        """
+        """See base class."""
         result = self.deconv1(inputs)
         result = self.deconv1_bn(result)
         result = self.deconv1_a(result)
@@ -167,16 +149,7 @@ class ZDiscriminator(keras.Model):
                                       kernel_initializer=weight_init)
     
     def call(self, inputs: tf.Tensor, **kwargs) -> tf.Tensor:
-        """
-        Overwrites the ``call`` method and is called by ``__call__``.
-        
-        Args:
-            inputs: input values
-            ``**kwargs``: additional keyword arguments - none are used
-        
-        Returns:
-            result values
-        """
+        """See base class."""
         result = self.zd1(inputs)
         result = self.zd1_a(result)
         result = self.zd2(result)
@@ -213,16 +186,7 @@ class XDiscriminator(keras.Model):
                                        activation='sigmoid')
     
     def call(self, inputs: tf.Tensor, **kwargs) -> tf.Tensor:
-        """
-        Overwrites the ``call`` method and is called by ``__call__``.
-        
-        Args:
-            inputs: input values
-            ``**kwargs``: additional keyword arguments - none are used
-        
-        Returns:
-            result values
-        """
+        """See base class."""
         result = self.x_padded(inputs)
         result = self.xd1(result)
         result = self.xd1_a(result)