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    @liquid-carrot/nn

    1.0.14 • Public • Published

    Neural Networks in JavaScript

    Making AI amazing in JavaScript & Node.js

    Introduction

    Generating Documentation (Markdown)

    Updates DOCUMENTATION.md with documentation generated from /** Comments */ using JSDoc to Markdown.

    npm run doc
    npm run doc:markdown

    Roadmap

    • Developer SWAG! - "just be cool, BRO! o.O" - Finished: 07/01/2019

    • Node.js Support (Dynamic Exporting) - "do things offline" - Finished: 07/01/2019

    • Browser Support (Dynamic Exporting) - "do things online" - Finished: 07/01/2019

    • Node.js Support (Dynamic Importing) - "play with other people's toys offline" - Finished: 07/01/2019

    • Browser Support (Dynamic Importing) - "play with other people's toys offline" - Finished: 07/01/2019

    • Threading (Node) - "a few things at once" - Finished: 07/01/2019

    • Threading (Browser) - "a few things at once" - Finished: 07/05/2019

    • Unit Tests (Node) - "being safe, rather than sorry" - Finished: 07/05/2019

    • Unit Tests (Browser) - "being safe, rather than sorry" - Finished: 07/05/2019

    • End-to-End Tests (Node)- "being seriously, over-the-top safe - some might even say neurotic" - Finished: 07/26/2019

    • End-to-End Tests (Node)- "being seriously, over-the-top safe - some might even say neurotic" - Finished: 07/26/2019

    • Documentation Generator (Markdown) - "a manual you'll enjoy reading" - Finished: 07/27/2019

    • Documentation Generator (HTML) - "a manual you'll enjoy reading" - Finished: 07/27/2019

    • Streaming (Node) - "bigger data with less computer"

    • Streaming (Browser) - "bigger data with less computer"

    • GPU (Node) - "a lot of things at once"

    • GPU (Browser) - "a lot of things at once"

    • Supervised Learning - "if it's hot, don't touch it"; "got you, okay" - Finished: 08/12/2019

    • Evolutionary Learning - 100 networks start; 3 "make it"; 30 die; the remaining 50 procreate and replace the 30 deaths; 16 of the original 100 are cloned/revived

    • Transfer Learning - copy/paste & re-train networks

    • Mimicry Learning - observe replicate other network or entity

    • Reinforcement Learning - touch something and it explodes - "let's not"; touch something else and it drops gold bricks - "ooh shiny"

    • Generative Adverserial Networks - "devil's advocate networks"

    • Capsule Networks - "I heard you like brains, so I put a brain in your brain, in your brain - in your brain"

    • HyperNEAT - "puberty for brains - just with better outlooks"

    Bibliography

    Install

    npm i @liquid-carrot/nn

    DownloadsWeekly Downloads

    5

    Version

    1.0.14

    License

    MIT

    Unpacked Size

    9.6 MB

    Total Files

    118

    Last publish

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