Current Progress: After final design presentation

configs/activations.py

@@ -0,0 +1,32 @@
+from neat.genome.activations import *
+
+ACT_TOTAL_LIST = [sigmoid_act, tanh_act, sin_act, gauss_act, relu_act, elu_act, lelu_act, selu_act, softplus_act,
+                  identity_act, clamped_act, inv_act, log_act, exp_act, abs_act, hat_act, square_act, cube_act]
+
+act_name2key = {
+    'sigmoid': 0,
+    'tanh': 1,
+    'sin': 2,
+    'gauss': 3,
+    'relu': 4,
+    'elu': 5,
+    'lelu': 6,
+    'selu': 7,
+    'softplus': 8,
+    'identity': 9,
+    'clamped': 10,
+    'inv': 11,
+    'log': 12,
+    'exp': 13,
+    'abs': 14,
+    'hat': 15,
+    'square': 16,
+    'cube': 17,
+}
+
+
+def refactor_act(config):
+    config['activation_default'] = act_name2key[config['activation_default']]
+    config['activation_options'] = [
+        act_name2key[act_name] for act_name in config['activation_options']
+    ]