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#[derive(Clone, Debug, PartialEq)]
pub enum GeneExtras {
Input(f64),
Neuron(f64, usize),
Forward,
Recurrent,
Bias
}
#[derive(Clone, Debug, PartialEq)]
pub struct Gene {
pub weight: f64,
pub id: usize,
pub variant: GeneExtras
}
impl Gene {
pub fn forward(weight: f64, id: usize) -> Gene {
Gene {
weight: weight,
id: id,
variant: GeneExtras::Forward
}
}
pub fn recurrent(weight: f64, id: usize) -> Gene {
Gene {
weight: weight,
id: id,
variant: GeneExtras::Recurrent
}
}
pub fn input(weight: f64, id: usize) -> Gene {
Gene {
weight: weight,
id: id,
variant: GeneExtras::Input(0.0)
}
}
pub fn bias(weight: f64) -> Gene {
Gene {
weight: weight,
id: 0,
variant: GeneExtras::Bias
}
}
pub fn neuron(weight: f64, id: usize, inputs: usize) -> Gene {
Gene {
weight: weight,
id: id,
variant: GeneExtras::Neuron(0.0, inputs)
}
}
#[doc(hidden)]
pub fn ref_input(&self) -> Option<(f64, usize, f64)> {
if let GeneExtras::Input(ref weight) = self.variant {
Some((self.weight, self.id, *weight))
} else {
None
}
}
#[doc(hidden)]
pub fn ref_neuron(&self) -> Option<(f64, usize, f64, usize)> {
if let GeneExtras::Neuron(ref value, ref inputs) = self.variant {
Some((self.weight, self.id, *value, *inputs))
} else {
None
}
}
#[doc(hidden)]
pub fn ref_mut_neuron<'a>(&'a mut self) -> Option<(&'a mut f64, &'a mut usize, &'a mut f64, &'a mut usize)> {
if let GeneExtras::Neuron(ref mut value, ref mut inputs) = self.variant {
Some((&mut self.weight, &mut self.id, value, inputs))
} else {
None
}
}
}