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pub mod prelude;
pub mod models;
pub mod engine;
#[macro_use]
extern crate serde_derive;
pub use models::{
neat::{
layers::{
layer::Layer,
layertype::LayerType,
dense::Dense,
lstm::LSTM,
gru::GRU
},
neurontype::NeuronType,
loss::Loss,
edge::Edge,
neuron::Neuron,
neat::Neat,
neatenv::NeatEnvironment,
activation::Activation,
}
};
pub use engine::{
population::*,
genome::Genome,
problem::Problem,
niche::Niche,
generation::*,
genocide::Genocide,
environment::Envionment,
survival::SurvivalCriteria,
survival::ParentalCriteria
};
pub fn default_neat_env() -> NeatEnvironment {
NeatEnvironment::new()
.set_input_size(3)
.set_output_size(1)
.set_weight_mutate_rate(0.8)
.set_edit_weights(0.1)
.set_weight_perturb(1.5)
.set_new_node_rate(0.03)
.set_new_edge_rate(0.04)
.set_reactivate(0.2)
.set_activation_functions(vec![Activation::Sigmoid])
}