wls2002
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b3e442c688
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add sympy support; which can transfer your network into sympy expression;
add visualize in genome;
add related tests.
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2024-06-12 21:36:35 +08:00 |
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wls2002
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edfb0596e7
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add input_transform and update_input_transform;
change the args for genome.forward.
Origin: (state, inputs, transformed)
New: (state, transformed, inputs)
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2024-06-03 10:53:15 +08:00 |
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wls2002
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4ad9f0a85a
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remove attr enable for conn
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2024-05-31 22:06:25 +08:00 |
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wls2002
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d6e9ff5d9a
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fix bug in restore genome.
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2024-05-31 19:43:14 +08:00 |
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wls2002
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6aa9011043
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modify pipeline for "update_by_data";
fix bug in speciate. currently, node_delete and conn_delete can successfully work
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2024-05-31 15:32:56 +08:00 |
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wls2002
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3ea9986bd4
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add "update_by_batch" in genome;
add "normalized" gene, which can do normalization before activation func.
add related test.
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2024-05-30 23:12:11 +08:00 |
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wls2002
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5bd6e5c357
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add "update_by_batch" in gene;
add flatten_conns as an inverse function for unflatten_conns;
add "test_flatten.ipynb" as test for them.
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2024-05-30 19:44:52 +08:00 |
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wls2002
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18c3d44c79
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complete fully stateful!
use black to format all files!
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2024-05-26 18:08:43 +08:00 |
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wls2002
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cf69b916af
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use black format all files;
remove "return state" for functions which will be executed in vmap;
recover randkey as args in mutation methods
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2024-05-26 15:46:04 +08:00 |
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wls2002
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79d53ea7af
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All function with state will update the state and return it.
Remove randkey args in functions with state, since it can attach the randkey by states.
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2024-05-25 20:45:57 +08:00 |
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wls2002
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485d481745
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make fully stateful in module genome.
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2024-05-25 16:19:06 +08:00 |
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wls2002
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1fe5d5fca2
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disable activation in the output node of network;
we recommend to use output_transform;
change hyperparameters (strong) in XOR example;
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2024-05-22 11:09:25 +08:00 |
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wls2002
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6a37563696
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fix bug in crossover: the child from two normal networks should always be normal.
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2024-05-22 10:27:32 +08:00 |
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wls2002
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47dbcbea80
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change repo structure; modify readme
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2024-03-26 21:58:27 +08:00 |
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