Added the learning counterpart of 37

2020-01-02 09:56:35 -08:00
parent ac3d348e45
commit e8b48906e2
2 changed files with 107 additions and 4 deletions
--- a/37-neuro-monolithic/tf-37.py
+++ b/37-neuro-monolithic/tf-37.py
@@ -69,10 +69,9 @@ def normalization_layer_set_weights(n_layer):
 def build_model():
    # Normalize characters using a dense layer
    model = Sequential()
-    dense_layer = Dense(LINE_SIZE*INPUT_VOCAB_SIZE, 
-                        input_shape=(LINE_SIZE*INPUT_VOCAB_SIZE,),
-                        activation='softmax')
-    model.add(dense_layer)
+    model.add(Dense(LINE_SIZE*INPUT_VOCAB_SIZE, 
+                    input_shape=(LINE_SIZE*INPUT_VOCAB_SIZE,),
+                    activation='sigmoid'))
    return model

 model = build_model()