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update HyperNEAT;

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All example can currently run!
This commit is contained in:
wls2002
2024-05-26 19:51:22 +08:00
parent 18c3d44c79
commit 9f6154d128
15 changed files with 112 additions and 78 deletions
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12
tensorneat/examples/func_fit/xor3d_hyperneat.py
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@@ -9,11 +9,9 @@ if __name__ == "__main__":
pipeline = Pipeline(
algorithm=HyperNEAT(
substrate=FullSubstrate(
input_coors=[(-1, -1), (0.333, -1), (-0.333, -1), (1, -1)],
input_coors=[(-1, -1), (0.333, -1), (-0.333, -1), (1, -1)], # 3(XOR3d inputs) + 1(bias)
hidden_coors=[
(-1, -0.5),
(0.333, -0.5),
(-0.333, -0.5),
(-1, -0.5), (0.333, -0.5), (-0.333, -0.5),
(1, -0.5),
(-1, 0),
(0.333, 0),
@@ -25,14 +23,14 @@ if __name__ == "__main__":
(1, 0.5),
],
output_coors=[
(0, 1),
(0, 1), # one output
],
),
neat=NEAT(
species=DefaultSpecies(
genome=DefaultGenome(
num_inputs=4, # [-1, -1, -1, 0]
num_outputs=1,
num_inputs=4, # [*coor1, *coor2]
num_outputs=1, # the weight of connection between two coor1 and coor2
max_nodes=50,
max_conns=100,
node_gene=DefaultNodeGene(