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    @thi.ng/gp
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    0.2.20 • Public • Published

    gp

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    This project is part of the @thi.ng/umbrella monorepo.

    About

    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:

    Status

    ALPHA - bleeding edge / work-in-progress

    Search or submit any issues for this package

    Related packages

    • @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

    Blog posts

    Installation

    yarn add @thi.ng/gp
    // ES module
    <script type="module" src="https://unpkg.com/@thi.ng/gp?module" crossorigin></script>
    
    // UMD
    <script src="https://unpkg.com/@thi.ng/gp/lib/index.umd.js" crossorigin></script>

    Package sizes (gzipped, pre-treeshake): ESM: 1.20 KB / CJS: 1.25 KB / UMD: 1.36 KB

    Dependencies

    Usage examples

    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

    API

    Generated API docs

    TODO

    Authors

    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
    }

    License

    © 2019 - 2021 Karsten Schmidt // Apache Software License 2.0

    Install

    npm i @thi.ng/gp

    DownloadsWeekly Downloads

    2

    Version

    0.2.20

    License

    Apache-2.0

    Unpacked Size

    61.2 kB

    Total Files

    18

    Last publish

    Collaborators

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