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This project provides the means to define, simulate, and serialize Artificial-Neural-Networks (ANNs), as well as the means to develop them through use of the Neuro-Evolution of Augmenting Toplogies (NEAT) algorithm created by Dr. Kenneth Stanley.
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mix.exs
defmodule Neat.Mixfile do
use Mix.Project
def project do
[
app: :neat_ex,
version: "1.0.0",
elixir: "~> 1.1",
build_embedded: Mix.env == :prod,
start_permanent: Mix.env == :prod,
description: description,
package: package,
deps: deps,
name: "Neat-Ex",
source_url: "https://gitlab.com/onnoowl/Neat-Ex",
docs: [main: Neat]
]
end
defp deps do
[
{ :json, "~> 0.3.0"},
{:earmark, "~> 0.1", only: :dev},
{:ex_doc, "~> 0.10", only: :dev}
]
end
defp description do
"""
This project provides the means to define, simulate, and serialize Artificial-Neural-Networks (ANNs), as well as the means to develop them through use of the Neuro-Evolution of Augmenting Toplogies (NEAT) algorithm created by Dr. Kenneth Stanley.
Neuro-Evolution, unlike back-propogation, easily allows the usage of recurrent neural networks instead of just feed-forward networks, and fitness functions instead of just training data. Additionally, since NEAT augments topologies, all the engine needs to start is the input/output layout, and a fitness function.
"""
end
defp package do
[
maintainers: ["Stuart Hunt"],
licenses: ["Apache 2.0"],
links: %{"GitLab" => "https://gitlab.com/onnoowl/Neat-Ex"}
]
end
end