#framework #machine-learning

deltaml

An Open-Source Machine Learning Framework in Rust Δ

1 unstable release

new 0.1.0 Dec 11, 2024

#140 in Machine learning

Download history 143/week @ 2024-12-09

143 downloads per month

BSD-3-Clause

325KB
4.5K SLoC

Delta

build deltaml: rustc 1.83.0+ GitHub Discussions

An open-source machine learning framework in Rust Δ. It is designed to be fast, with APIs that are easy to use while allowing advanced usage to customize and extend functionality. It provides efficient and scalable tools for building and training neural networks. The framework aims to offer a comprehensive set of features, including various neural network layers, activation functions, loss functions, optimizers, and data handling utilities.

Table of Contents

Getting Help

Are you having trouble with Delta? We want to help!

  • If you’d like to discuss Delta, head over to the GitHub Discussions section and join the conversation.

  • Check out our wiki for guides, tips, and additional resources.

  • If you are upgrading, read the release notes for upgrade instructions and "new and noteworthy" features.

  • Ask a question we monitor stackoverflow.com for questions tagged with delta-rs.

  • Report bugs with Delta at https://github.com/delta-rs/delta/issues.

Reporting Issues

Delta uses GitHub’s integrated issue tracking system to record bugs and feature requests. If you want to raise an issue, please follow the recommendations below:

  • Before you log a bug, please search the issue tracker to see if someone has already reported the problem.

  • If the issue doesn’t already exist, create a new issue.

  • Please provide as much information as possible with the issue report. We like to know the Delta version, operating system, and Rust version version you’re using.

  • If you need to paste code or include a stack trace, use Markdown. ``` escapes before and after your text.

  • If possible, try to create a test case or project that replicates the problem and attach it to the issue.

Contributing

Before contributing, please read the contribution guide for useful information how to get started with Delta as well as what should be included when submitting a contribution to the project.

Contributors

The following contributors have either helped to start this project, have contributed code, are actively maintaining it (including documentation), or in other ways being awesome contributors to this project. We'd like to take a moment to recognize them.

mjovanc chaseWillden

License

The BSD 3-Clause License.

Dependencies

~14–28MB
~441K SLoC