Readme

README.md

@@ -9,6 +9,9 @@ Clone it to find a collection of:
  - Utility Function for Model I/O
  - DL Modules
  - A Plotter Object
+ - Audio Related Tools and Funtion
+   - Librosa
+   - Scipy Signal
  
  ###Notes:
  - Use directory links to link from your main project folder to the ml_lib folder. Pycharm will automatically use 

utils/config.py

@@ -31,9 +31,7 @@ class Config(ConfigParser):
 
     @property
     def model_class(self):
-        model_dict = dict(ConvHomDetector=ConvHomDetector,
+        model_dict = dict(BinaryClassifier=BinaryClassifier,
-                          CNNRouteGenerator=CNNRouteGeneratorModel,
-                          CNNRouteGeneratorDiscriminated=CNNRouteGeneratorDiscriminated
                           )
         try:
             return model_dict[self.get('model', 'type')]
@@ -106,6 +104,14 @@ class Config(ConfigParser):
         new_config.read_dict(sorted_dict)
         return new_config
 
+    def build_model(self):
+        return self.model_class(self.model_paramters)
+
+    def build_and_init_model(self, weight_init_function):
+        model = self.build_model()
+        model.init_weights(weight_init_function)
+        return model
+
     def update(self, mapping):
         sorted_dict = self._sort_combined_section_key_mapping(mapping)
         for section in sorted_dict: