https://github.com/maksasj/blueb.js

🫐 very simple neural network framework and NPM package, powered by WASM
https://github.com/maksasj/blueb.js

c neural-networks npm typescript wasm

Last synced: about 6 hours ago
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🫐 very simple neural network framework and NPM package, powered by WASM

• Host: GitHub
• URL: https://github.com/maksasj/blueb.js
• Owner: Maksasj
• License: mit
• Created: 2024-06-02T13:06:42.000Z (6 months ago)
• Default Branch: master
• Last Pushed: 2024-06-04T17:43:36.000Z (6 months ago)
• Last Synced: 2024-06-04T19:58:57.964Z (6 months ago)
• Topics: c, neural-networks, npm, typescript, wasm
• Language: TypeScript
• Homepage:
• Size: 65.4 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE.md

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README

        
# blueb.js 🫐

blueb.js - very simple neural network framework npm package, powered by **wasm**.

### Overview

Underhood **blueb.js** uses my C stb style single-header [**blueberry.h**](https://github.com/Maksasj/caifu) library as neural network framework, as well as some other utility C libraries such as **lemon.h** and **peach.h**, for memory allocations and linear algebra functionality respectively.

*Higly inspired by tsodings **nn** library [github.com/tsoding/nn.h](https://github.com/tsoding/nn.h)*

> Sadly this time blueb.js is a NEW javascript framework btw.

### Links

1. Live demonstration of a web application what uses **blueb.js** [maksasj.github.io/nnate](https://maksasj.github.io/nnate/)

2. Node package page [npmjs.com/package/blueb.js](https://www.npmjs.com/package/blueb.js)

3. Source code avaiable at [github.com/Maksasj/blueb.js](https://github.com/Maksasj/)

4. **blueberry.h** and other C libraries source code [github.com/Maksasj/caifu](https://github.com/Maksasj/caifu)

Cool looking widgets 





![NPM Version](https://img.shields.io/npm/v/blueb.js)

## Build

1. **Build manually**


    First of all requirements:

    - Clang 14.0.0

    - wasm-ld 

    - Node (Have test with Node v20.11.0) 

    

    Building process involves building **wasm** and node package, in root directory you can find a `bash.sh` file. This bash script can be used for building a wasm module.

    

    ```bash

    # Build wasm module

    set -xe

    clang \

        -Wall \

        -Wextra \

        -I3dparty/caifu/lemon \

        -I3dparty/caifu \

        --target=wasm32 \

        -o blueberry.o \

        -c ./src/c/blueberry.c \

    wasm-ld \

        -m wasm32 \

        --no-entry --export-all --allow-undefined \

        -o dist/blueberry.wasm blueberry.o \

    # Delete temporary object file

    rm blueberry.o

    ```

    Therefore **node** package could be builded with simple, command. 

    ```bash

    npm run build

    ```

    Actually above command will automatically try to build **wasm** file and node package and put everything into *dist* folder.

## License

**blueb.js** is free and open source library/package. All code in this repository is licensed under

- MIT License ([LICENSE.md](https://github.com/Maksasj/nnate/blob/master/LICENSE.md) or https://opensource.org/license/mit/)