new architecture

algorithm/base.py

@@ -0,0 +1,24 @@
+from utils import State
+
+
+class BaseAlgorithm:
+
+    def setup(self, randkey):
+        """initialize the state of the algorithm"""
+
+        raise NotImplementedError
+
+    def ask(self, state: State):
+        """require the population to be evaluated"""
+        raise NotImplementedError
+
+    def tell(self, state: State, fitness):
+        """update the state of the algorithm"""
+        raise NotImplementedError
+
+    def transform(self, state: State):
+        """transform the genome into a neural network"""
+        raise NotImplementedError
+
+    def forward(self, inputs, transformed):
+        raise NotImplementedError