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https://github.com/scify/machine-learning-decision-trees-robot

A simple playground app to showcase the mechanisms of Machine Learning
https://github.com/scify/machine-learning-decision-trees-robot

actions decision-tree decision-tree-classifier decision-trees github-actions github-pages machine-learning machine-learning-projects machinelearning single-page-app vue vue-cli vue-components vuejs vuejs2 web-app web-application webapp

Last synced: 3 months ago
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A simple playground app to showcase the mechanisms of Machine Learning

Host: GitHub
URL: https://github.com/scify/machine-learning-decision-trees-robot
Owner: scify
License: apache-2.0
Created: 2018-10-10T13:43:23.000Z (over 6 years ago)
Default Branch: master
Last Pushed: 2024-06-26T05:17:20.000Z (8 months ago)
Last Synced: 2024-06-26T06:32:45.322Z (8 months ago)
Topics: actions, decision-tree, decision-tree-classifier, decision-trees, github-actions, github-pages, machine-learning, machine-learning-projects, machinelearning, single-page-app, vue, vue-cli, vue-components, vuejs, vuejs2, web-app, web-application, webapp
Language: Vue
Homepage: https://scify.github.io/Machine-Learning-JS-playground/
Size: 12 MB
Stars: 1
Watchers: 8
Forks: 1
Open Issues: 0
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- Contributing: CONTRIBUTING.md

Awesome Lists containing this project

README

        # Thales Machine-Learning-Robot

[![JavaScript Style Guide: Good Parts](https://img.shields.io/badge/code%20style-goodparts-brightgreen.svg?style=flat)](https://github.com/dwyl/goodparts "JavaScript The Good Parts")

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[![Website shields.io](https://img.shields.io/website-up-down-green-red/http/shields.io.svg)](https://ai.scify.org/courses/decision-trees/)

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## Table of Contents

- [About](#about)

- [Pre-setup steps](#pre-setup-steps)

- [Project setup](#project-setup)

- [Compile and hot-reload for development](#compile-and-hot-reload-for-development)

- [Compile and minify for production](#compile-and-minify-for-production)

- [Run your tests](#run-your-tests)

- [Lints and fixes files](#lints-and-fixes-files)

- [Beautify files](#beautify-files)

- [Deploy to GitHub Pages](#deploy-to-github-pages)

- [License](#license)

- [Acknowledgements](#acknowledgements)

- [Contributing](#contributing)

- [Changelog](#changelog)

## About

This is a playground for Machine Learning.

It visualises a simple example in which the user is prompted to enrich the training set of a Decision Tree algorithm.

A demo (in English and Greek) can be found [here](https://go.scify.gr/teach-thalis-the-robot).

This project uses the [decision-tree-js](https://github.com/lagodiuk/decision-tree-js) library.

All dataset images are royalty-free and were taken from [Pexels](https://www.pexels.com/)

and [Unsplash](https://unsplash.com/).

Icons made by mavadee from www.flaticon.com is licensed by CC 3.0 BY



## Pre-setup steps

It is very easy to install multiple versions of `NodeJS` and `npm`, by

using [Node Version Manager (nvm)](https://github.com/creationix/nvm).

Make sure the right `NodeJS` and `npm` versions are installed:

```bash

nvm install lts/fermium # (or nvm install v14.21.1)

node -v

v20.13.1

npm -v

10.17.0

```

Alternatively, if you are using [`nvm`](https://github.com/nvm-sh/nvm), run this command in order to sync to the

correct `NodeJS` version for the project:

```bash

nvm use

```

## Project setup

Install the npm dependencies:

```bash

npm install

```

Create the local `.env` file:

```bash

cp .env.example .env

```

## Compile and hot-reload for development

```bash

npm run serve

```

## Compile and minify for production

```bash

npm run build

```

## Run your tests

```bash

npm run test

```

## Lints and fixes files

```bash

npm run lint

```

## Beautify files

```bash

npm run format

```

## Deploy to GitHub Pages

This application is deployed to GitHub Pages using the Deploy to GitHub Pages GitHub Action.

This action is triggered by a push to the `master` branch, and is defined in

the `.github/workflows/vue-deploy-github-pages.yml` file.

## License

This project is licensed under the Apache 2.0 License - see the [LICENSE](LICENSE) file for details.

## Acknowledgements

- [decision-tree-js](https://github.com/lagodiuk/decision-tree-js)

- [Pexels](https://www.pexels.com/)

- [Unsplash](https://unsplash.com/)

- [Flaticon](https://www.flaticon.com/)

- [Vue.js](https://vuejs.org/)

## Contributing

To contribute to this application, follow these steps:

1. Fork this repository.

2. Read the [CONTRIBUTING](CONTRIBUTING.md) file.

3. Create a branch: `git checkout -b `.

4. Make your changes and commit them: `git commit -m ''`

5. Push to the original branch: `git push origin /`

6. Create the pull request.

## Changelog

Please see [CHANGELOG](CHANGELOG.md) for more information on what has changed recently.