29 lines
725 B
Python
29 lines
725 B
Python
from jax import Array
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from .state import State
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from .genome import Genome
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EMPTY = lambda *args: args
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class Algorithm:
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def setup(self, randkey, state: State = State()):
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"""initialize the state of the algorithm"""
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pass
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def ask(self, state: State):
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"""require the population to be evaluated"""
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pass
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def tell(self, state: State, fitness):
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"""update the state of the algorithm"""
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pass
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def forward(self, inputs: Array, transformed: Array):
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"""the forward function of a single forward transformation"""
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pass
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def forward_transform(self, state: State, genome: Genome):
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"""create the forward transformation of a genome"""
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pass
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