{ "basic": { "num_inputs": 2, "num_outputs": 1, "problem_batch": 4, "init_maximum_nodes": 10, "expands_coe": 2, "pre_compile_times": 3, "forward_way": "pop_batch" }, "neat": { "population": { "fitness_criterion": "max", "fitness_threshold": -0.001, "generation_limit": 1000, "pop_size": 30, "reset_on_extinction": "False" }, "gene": { "bias": { "init_mean": 0.0, "init_stdev": 1.0, "mutate_power": 0.5, "mutate_rate": 0.7, "replace_rate": 0.1 }, "response": { "init_mean": 1.0, "init_stdev": 0.0, "mutate_power": 0.0, "mutate_rate": 0.0, "replace_rate": 0.0 }, "activation": { "default": "sigmoid", "options": "sigmoid", "mutate_rate": 0.1 }, "aggregation": { "default": "sum", "options": "sum", "mutate_rate": 0.1 }, "weight": { "init_mean": 0.0, "init_stdev": 1.0, "mutate_power": 0.5, "mutate_rate": 0.8, "replace_rate": 0.1 }, "enabled": { "mutate_rate": 0.01 } }, "genome": { "compatibility_disjoint_coefficient": 1.0, "compatibility_weight_coefficient": 0.5, "single_structural_mutation": "False", "conn_add_prob": 0.5, "conn_delete_prob": 0.5, "node_add_prob": 0.2, "node_delete_prob": 0.2 }, "species": { "compatibility_threshold": 2.5, "species_fitness_func": "max", "max_stagnation": 20, "species_elitism": 2, "genome_elitism": 2, "survival_threshold": 0.2, "min_species_size": 1 } } }