Improve docs.

docs/autogen.py

@@ -66,10 +66,6 @@
 import inspect
 import os
 import shutil
-import sys
-if sys.version[0] == '2':
-    reload(sys)
-    sys.setdefaultencoding('utf8')
 
 from keras import utils
 from keras import layers
@@ -85,6 +81,11 @@
 from keras import backend
 from keras import activations
 
+import sys
+if sys.version[0] == '2':
+    reload(sys)
+    sys.setdefaultencoding('utf8')
+
 
 EXCLUDE = {
     'Optimizer',
@@ -347,10 +348,17 @@ def get_class_signature(cls):
     try:
         class_signature = get_function_signature(cls.__init__)
         class_signature = class_signature.replace('__init__', cls.__name__)
-    except:
+    except TypeError:
         # in case the class inherits from object and does not
         # define __init__
         class_signature = cls.__module__ + '.' + cls.__name__ + '()'
+
+    parts = class_signature.split('.')
+    if len(parts) >= 4:
+        if parts[1] == 'layers':
+            class_signature = 'keras.layers.' + '.'.join(parts[3:])
+        if parts[1] == 'utils':
+            class_signature = 'keras.utils.' + '.'.join(parts[3:])
     return class_signature
 
 

keras/layers/cudnn_recurrent.py

@@ -118,7 +118,7 @@ def get_losses_for(self, inputs=None):
 
 
 class CuDNNGRU(_CuDNNRNN):
-    """Fast GRU implementation backed by CuDNN.
+    """Fast GRU implementation backed by [CuDNN](https://developer.nvidia.com/cudnn).
 
     Can only be run on GPU, with the TensorFlow backend.
 
@@ -307,7 +307,7 @@ def get_config(self):
 
 
 class CuDNNLSTM(_CuDNNRNN):
-    """Fast LSTM implementation backed by CuDNN.
+    """Fast LSTM implementation backed by [CuDNN](https://developer.nvidia.com/cudnn).
 
     Can only be run on GPU, with the TensorFlow backend.