https://github.com/t-specht/thoughtful

Machine Learning library for JavaScript
https://github.com/t-specht/thoughtful

algorithm artificial-intelligence javascript machine-learning neural-networks

Last synced: 2 months ago
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Machine Learning library for JavaScript

• Host: GitHub
• URL: https://github.com/t-specht/thoughtful
• Owner: T-Specht
• Created: 2017-03-26T18:44:17.000Z (about 8 years ago)
• Default Branch: master
• Last Pushed: 2017-04-26T16:11:11.000Z (about 8 years ago)
• Last Synced: 2025-04-24T01:12:07.367Z (2 months ago)
• Topics: algorithm, artificial-intelligence, javascript, machine-learning, neural-networks
• Language: TypeScript
• Size: 1.06 MB
• Stars: 6
• Watchers: 3
• Forks: 3
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

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#  thoughtful.js

A Machine Learning library for JavaScript.

Install it using NPM with the following command:

`npm install thoughtful --save`

To use it your code, import the thoughtful package like:

```javascript

import * as tf from 'thoughtful'

```

> **Please note that the library is currently in a beta status! This library is build mainly for learning purposes.**

# Overview

Following machine learning algorithms are included:

- [Feed Forward Neural Network](https://t-specht.github.io/thoughtful/feed-forward-neural-network)

- Naive Bayes Classification

- K-Nearest-Neighbour

- K-Means Clustering

Also, the library includes a lot of utility and math functions:

- Matrix class

- Maths namespace

- Distance functions

- Data Generators

- Other utility functions