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add sympy support; which can transfer your network into sympy expression;

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add visualize in genome;
add related tests.
This commit is contained in:
wls2002
2024-06-12 21:36:35 +08:00
parent dfc8f9198e
commit b3e442c688
29 changed files with 6196 additions and 168 deletions
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19
tensorneat/examples/jumanji/train_2048.py
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@@ -78,36 +78,37 @@ if __name__ == "__main__":
Act.identity,
),
aggregation_default=Agg.sum,
aggregation_options=(Agg.sum,),
aggregation_options=(Agg.sum, ),
activation_replace_rate=0.02,
aggregation_replace_rate=0.02,
bias_mutate_rate=0.03,
bias_init_std=0.5,
bias_mutate_power=0.2,
bias_mutate_power=0.02,
bias_replace_rate=0.01,
),
conn_gene=DefaultConnGene(
weight_mutate_rate=0.015,
weight_replace_rate=0.003,
weight_mutate_power=0.5,
weight_replace_rate=0.03,
weight_mutate_power=0.05,
),
mutation=DefaultMutation(node_add=0.001, conn_add=0.002),
),
pop_size=1000,
species_size=5,
survival_threshold=0.1,
survival_threshold=0.01,
max_stagnation=7,
genome_elitism=3,
compatibility_threshold=1.2,
),
),
problem=Jumanji_2048(
max_step=10000,
repeat_times=10,
guarantee_invalid_action=True,
max_step=1000,
repeat_times=50,
# guarantee_invalid_action=True,
guarantee_invalid_action=False,
action_policy=action_policy,
),
generation_limit=1000,
generation_limit=10000,
fitness_target=13000,
save_path="2048.npz",
)