Starlight ML

A lightweight JavaScript machine learning utility library for text processing and simple ML tasks. Designed for use in Starlight scripts, Node.js, or browser environments with ES modules (.mjs).

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Features

- Tokenization – Split text into words or custom tokens.
- Stopword removal – Filter common words from text.
- Bag-of-Words – Count frequency of words.
- Mapping & utilities – Create dictionaries and perform simple text-to-vector transformations.
- ESM-ready – Can be imported as an ES module.

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Installation

$3

``bash
npm install starlight-ml
``

$3

`html

`

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Usage

$3

`javascript
import * as ml from "starlight-ml";

const text = "Machine learning is fun!";
const tokens = ml.tokenize(text);

console.log(tokens); // ["Machine", "learning", "is", "fun"]
console.log(ml.removeStopwords(tokens));
console.log(ml.bagOfWords(tokens));
`

$3

* tokenize(text: string): string[] – Split text into words.
* removeStopwords(tokens: string[]): string[] – Remove common stopwords.
* bagOfWords(tokens: string[]): Record – Count occurrences of words.
* mapTokens(tokens: string[], func: Function): any[]` – Map over tokens with a custom function.

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License

MIT © Dominex Macedon