ml5
v1.3.1
A friendly machine learning library for the web.
0/weekUpdated 2 months agoMITUnpacked: 77.6 MB
Published by ml5
  
!ml5
Friendly machine learning for the web!
Read our ml5.js Code of Conduct and software licence here!
_This project is currently in development._
ml5.js aims to make machine learning approachable for a broad audience of artists, creative coders, and students. The library provides access to machine learning algorithms and models in the browser, building on top of TensorFlow.js.
The library is supported by code examples, tutorials, and sample data sets with an emphasis on ethical computing. Bias in data, stereotypical harms, and responsible crowdsourcing are part of the documentation around data collection and usage.
ml5.js is heavily inspired by Processing and p5.js.
Please read our Code of Conduct, which establishes our commitment to make ml5.js a friendly and welcoming environment.
Usage
Before getting started with ml5.js, review our Code of Conduct. There are several ways you can use the ml5.js library:
- You can have the browser fetch the latest 1.x version (currently: 1.3.1) by adding this to the head section of your HTML document:
``html`
We will try our best to maintain compatibility with the existing API going forward, switching to a future 2.x if needed.
- If you prefer to use a specific version now and in the future, you can also specify the exact version number. The previous versions of ml5.js can be found here. You can do so by replacing with the ml5 version of interest:
`html`
For example:
`html`
Note: To access the source code of version 0.12.2` or earlier, please visit the archived repository.
Resources
- Getting Started
- API Reference
- Examples
- Community
- FAQ
Code of Conduct
We believe in a friendly internet and community as much as we do in building friendly machine learning for the web. Please refer to our Code of Conduct for our rules for interacting with ml5 as a developer, contributor, or as a person using the library.
Contributing
Want to be a contributor 🏗 to the ml5.js library? If yes and you're interested to submit new features, fix bugs, or help develop the ml5.js ecosystem, please go to our CONTRIBUTING documentation to get started.
See CONTRIBUTING 🛠
Acknowledgements
ml5.js is supported by the time and dedication of open source developers from all over the world. Funding and support is generously provided by a Google Education grant at NYU's ITP/IMA program.
Many thanks BrowserStack for providing testing support.
Contributors ✨
Thanks goes to these wonderful people (emoji key):
