complete fully stateful!

use black to format all files!

tensorneat/examples/func_fit/xor_recurrent.py

@@ -1,10 +1,11 @@
 from pipeline import Pipeline
 from algorithm.neat import *
+from algorithm.neat.gene.node.default_without_response import NodeGeneWithoutResponse
 
 from problem.func_fit import XOR3d
 from utils.activation import ACT_ALL, Act
 
-if __name__ == '__main__':
+if __name__ == "__main__":
     pipeline = Pipeline(
         seed=0,
         algorithm=NEAT(
@@ -15,27 +16,26 @@ if __name__ == '__main__':
                     max_nodes=50,
                     max_conns=100,
                     activate_time=5,
-                    node_gene=DefaultNodeGene(
-                        activation_options=ACT_ALL,
-                        activation_replace_rate=0.2
+                    node_gene=NodeGeneWithoutResponse(
+                        activation_options=ACT_ALL, activation_replace_rate=0.2
+                    ),
+                    output_transform=Act.sigmoid,
+                    mutation=DefaultMutation(
+                        node_add=0.05,
+                        conn_add=0.2,
+                        node_delete=0,
+                        conn_delete=0,
                     ),
-                    output_transform=Act.sigmoid
                 ),
                 pop_size=10000,
                 species_size=10,
                 compatibility_threshold=3.5,
                 survival_threshold=0.03,
             ),
-            mutation=DefaultMutation(
-                node_add=0.05,
-                conn_add=0.2,
-                node_delete=0,
-                conn_delete=0,
-            )
         ),
         problem=XOR3d(),
         generation_limit=10000,
-        fitness_target=-1e-8
+        fitness_target=-1e-8,
     )
 
     # initialize state