https://github.com/andreyluiz/ml-test
Sample application using ml5.js
https://github.com/andreyluiz/ml-test
machine-learning ml5js neural-network svelte3
Last synced: 8 months ago
JSON representation
Sample application using ml5.js
- Host: GitHub
- URL: https://github.com/andreyluiz/ml-test
- Owner: andreyluiz
- License: mit
- Created: 2020-03-26T22:12:45.000Z (about 6 years ago)
- Default Branch: master
- Last Pushed: 2023-01-07T16:24:52.000Z (over 3 years ago)
- Last Synced: 2024-04-14T07:19:56.730Z (about 2 years ago)
- Topics: machine-learning, ml5js, neural-network, svelte3
- Language: Svelte
- Homepage: https://andreyluiz.github.io/ml-test/dist/
- Size: 1.69 MB
- Stars: 1
- Watchers: 2
- Forks: 0
- Open Issues: 7
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# What is it?
This application is a sample using [ml5.js](https://ml5js.org/).
## Contents
The application already has a pre-trained model of a customer base. A customer is given a rank from A to F based on attributes like account balance, if it has loans, credit cards and overdue payments. For more details on how the initial dataset was generated, check `bin/dataset-gen/index.js`
## Application
The front-end application built in [Svelte](https://svelte.dev/) is a way to input attributes for an hypotetical client. When clicking predict, the Machine Learning model will run the prediction for the given input.
To run the application:
```bash
$ npm install
$ npm start
```
## Contributing
Feel free to raise an issue or create a PR if you have any suggestion. :)