This project is part of the @thi.ng/umbrella monorepo.
Genetic programming helpers & strategies (tree based & multi-expression programming).
This package does not (yet) provide a complete GP framework and is largely focused on the following operations:
- General GP setup configuration
- Genotype / chromosome / AST generation
- Phenotype / chromosome translation
- Offspring generation
- Crossover (single-point, uniform)
- Mutation
Does not specifically deal with:
- Population management
- AST evaluation
- Fitness computation
References:
ALPHA - bleeding edge / work-in-progress
Search or submit any issues for this package
- @thi.ng/defmulti - Dynamic, extensible multiple dispatch via user supplied dispatch function.
- @thi.ng/pointfree - Pointfree functional composition / Forth style stack execution engine
- @thi.ng/sexpr - Extensible S-Expression parser & runtime infrastructure
- @thi.ng/shader-ast - DSL to define shader code in TypeScript and cross-compile to GLSL, JS and other targets
- @thi.ng/zipper - Functional tree editing, manipulation & navigation
yarn add @thi.ng/gpES module import:
<script type="module" src="https://cdn.skypack.dev/@thi.ng/gp"></script>For Node.js REPL:
# with flag only for < v16
node --experimental-repl-await
> const gp = await import("@thi.ng/gp");
Package sizes (gzipped, pre-treeshake): ESM: 1.29 KB
Several demos in this repo's /examples directory are using this package.
A selection:
| Screenshot | Description | Live demo | Source |
|---|---|---|---|
 |
Evolutionary shader generation using genetic programming | Demo | Source |
TODO
Karsten Schmidt
If this project contributes to an academic publication, please cite it as:
@misc{thing-gp,
title = "@thi.ng/gp",
author = "Karsten Schmidt",
note = "https://thi.ng/gp",
year = 2019
}© 2019 - 2021 Karsten Schmidt // Apache Software License 2.0