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Read our ml5.js Code of Conduct and software licence here!

This project is currently in development.

Friendly machine learning for the web!

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 use the latest version (0.12.2) by adding it to the head section of your HTML document:

v0.12.2

<script src="https://unpkg.com/ml5@0.12.2/dist/ml5.min.js" type="text/javascript"></script>

• If you need to use an earlier version for any reason, you can change the version number. The previous versions of ml5 can be found here. You can use those previous versions by replacing <version> with the ml5 version of interest:

<script src="https://unpkg.com/ml5@<version>/dist/ml5.min.js" type="text/javascript"></script>

For example:

<script src="https://unpkg.com/ml5@0.6.1/dist/ml5.min.js" type="text/javascript"></script>

• You can also reference "latest", but we do not recommend this as your code may break as we update ml5.

<script src="https://unpkg.com/ml5@latest/dist/ml5.min.js" type="text/javascript"></script>

Resources

• Getting Started
• API Reference
• Examples
• Community
• FAQ

Standalone Examples

You can find a collection of standalone examples in this repository within the examples/ directory. You can also test working hosted of the examples online on the ml5.js examples index website.

These examples are meant to serve as an introduction to the library and machine learning concepts.

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