NEAT 0.4.0

Cargo.toml

@@ -1,7 +1,7 @@
 [package]
 name = "neat"
 description = "Crate for working with NEAT in rust"
-version = "0.3.0"
+version = "0.4.0"
 edition = "2021"
 authors = ["Inflectrix"]
 repository = "https://github.com/inflectrix/neat"
@@ -26,7 +26,7 @@ serde = ["dep:serde", "dep:serde-big-array"]
 
 
 [dependencies]
-genetic-rs = "0.3"
+genetic-rs = { version = "0.4", features = ["derive"] }
 rand = "0.8.5"
 rayon = { version = "1.8.1", optional = true }
 serde = { version = "1.0.197", features = ["derive"], optional = true }

README.md

@@ -8,7 +8,7 @@ Implementation of the NEAT algorithm using `genetic-rs`
 ### Features
 - rayon - Uses parallelization on the `NeuralNetwork` struct and adds the `rayon` feature to the `genetic-rs` re-export.
 - serde - Adds the NNTSerde struct and allows for serialization of `NeuralNetworkTopology`
-- crossover - Implements the `CrossoverReproduction` trait on `NeuralNetworkTopology`
+- crossover - Implements the `CrossoverReproduction` trait on `NeuralNetworkTopology` and adds the `crossover` feature to the `genetic-rs re-export.
 
 ### How To Use
 When working with this crate, you'll want to use the `NeuralNetworkTopology` struct in your agent's DNA and
@@ -18,28 +18,12 @@ Here's an example of how one might use this crate:
 ```rust
 use neat::*;
 
-#[derive(Clone)]
+#[derive(Clone, RandomlyMutable, DivisionReproduction)]
 struct MyAgentDNA {
     network: NeuralNetworkTopology<1, 2>,
     other_stuff: Foo,
 }
 
-impl RandomlyMutable for MyAgentDNA {
-    fn mutate(&mut self,  rate: f32, rng: &mut impl rand::Rng) {
-        self.network.mutate(rate, rng);
-        self.other_stuff.mutate(rate, rng);
-    }
-}
-
-impl DivisionReproduction for MyAgentDNA {
-    fn spawn_child(&self, rng: &mut impl rand::Rng) -> Self {
-        Self {
-            network: self.network.spawn_child(rng),
-            // ...
-        }
-    }
-}
-
 impl GenerateRandom for MyAgentDNA {
     fn gen_random(rng: &mut impl rand::Rng) -> Self {
         Self {
@@ -83,4 +67,4 @@ fn main() {
 ```
 
 ### License
-This crate falls under the `MIT` license
+This crate falls under the `MIT` license

examples/basic.rs

@@ -3,36 +3,14 @@
 use neat::*;
 use rand::prelude::*;
 
-#[derive(PartialEq, Clone, Debug)]
+#[derive(PartialEq, Clone, Debug, DivisionReproduction, RandomlyMutable)]
+#[cfg_attr(feature = "crossover", derive(CrossoverReproduction))]
 struct AgentDNA {
     network: NeuralNetworkTopology<2, 4>,
 }
 
-impl RandomlyMutable for AgentDNA {
-    fn mutate(&mut self, rate: f32, rng: &mut impl Rng) {
-        self.network.mutate(rate, rng);
-    }
-}
-
 impl Prunable for AgentDNA {}
 
-impl DivisionReproduction for AgentDNA {
-    fn divide(&self, rng: &mut impl Rng) -> Self {
-        let mut child = self.clone();
-        child.mutate(self.network.mutation_rate, rng);
-        child
-    }
-}
-
-#[cfg(feature = "crossover")]
-impl CrossoverReproduction for AgentDNA {
-    fn crossover(&self, other: &Self, rng: &mut impl Rng) -> Self {
-        Self {
-            network: self.network.crossover(&other.network, rng),
-        }
-    }
-}
-
 impl GenerateRandom for AgentDNA {
     fn gen_random(rng: &mut impl rand::Rng) -> Self {
         Self {