modify NEAT package; successfully run xor example

This commit is contained in:
root
2024-07-11 10:10:16 +08:00
parent 52d5f046d3
commit 4a631f9464
14 changed files with 420 additions and 502 deletions

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@@ -1,4 +1,4 @@
from typing import Tuple
from typing import Tuple, Union, Sequence, Callable
import numpy as np
import jax, jax.numpy as jnp
@@ -34,14 +34,20 @@ class DefaultNodeGene(BaseNodeGene):
response_mutate_power: float = 0.5,
response_mutate_rate: float = 0.7,
response_replace_rate: float = 0.1,
aggregation_default: callable = Agg.sum,
aggregation_options: Tuple = (Agg.sum,),
aggregation_default: Callable = Agg.sum,
aggregation_options: Union[Callable, Sequence[Callable]] = Agg.sum,
aggregation_replace_rate: float = 0.1,
activation_default: callable = Act.sigmoid,
activation_options: Tuple = (Act.sigmoid,),
activation_default: Callable = Act.sigmoid,
activation_options: Union[Callable, Sequence[Callable]] = Act.sigmoid,
activation_replace_rate: float = 0.1,
):
super().__init__()
if isinstance(aggregation_options, Callable):
aggregation_options = [aggregation_options]
if isinstance(activation_options, Callable):
activation_options = [activation_options]
self.bias_init_mean = bias_init_mean
self.bias_init_std = bias_init_std
self.bias_mutate_power = bias_mutate_power