https://github.com/delta-rs/delta

An Open-Source Machine Learning Framework in Rust Δ
https://github.com/delta-rs/delta

deep-learning delta delta-rs machine-learning ml neural-network rust

Last synced: 14 days ago
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An Open-Source Machine Learning Framework in Rust Δ

• Host: GitHub
• URL: https://github.com/delta-rs/delta
• Owner: delta-rs
• License: bsd-3-clause
• Created: 2024-11-25T12:39:43.000Z (about 2 months ago)
• Default Branch: master
• Last Pushed: 2025-01-01T21:30:49.000Z (18 days ago)
• Last Synced: 2025-01-01T22:27:22.244Z (18 days ago)
• Topics: deep-learning, delta, delta-rs, machine-learning, ml, neural-network, rust
• Language: Rust
• Homepage: https://deltaml.org
• Size: 602 KB
• Stars: 255
• Watchers: 7
• Forks: 12
• Open Issues: 20
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • Funding: .github/FUNDING.yml
  • License: LICENSE

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• trackawesomelist - delta (⭐196) - An open source machine learning framework in Rust Δ (Recently Updated / [Dec 17, 2024](/content/2024/12/17/README.md))

README

        


  

    

    

    

  








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An open-source machine learning framework in Rust Δ. 

## Why Δ (Delta)?

- **Speed:** Built with Rust, Δ is designed for high performance, making it ideal for compute-intensive machine learning tasks.

- **Usability:** Intuitive APIs that balance simplicity for beginners and flexibility for advanced users to customize and extend functionality.

- **Scalability:** Provides efficient tools to build and train neural networks, handling workloads of various sizes seamlessly.

- **Comprehensive Features:** Includes a rich set of components such as neural network layers, activation functions, loss functions, optimizers, and robust data handling utilities.

- **Open Source:** Actively maintained with a commitment to community-driven improvements and extensibility.

## Getting Help

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

[//]: # "- Read through the documentation on our [docs](https://docs.rs/delta/latest/delta/)."

- If you’d like to discuss Delta, head over to the [GitHub Discussions](https://github.com/delta-rs/delta/discussions) section and join the conversation.

- Check out our [wiki](https://github.com/delta-rs/delta/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](https://github.com/delta-rs/Delta/blob/master/CONTRIBUTING.md) 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.**

[](https://github.com/mjovanc)

[](https://github.com/chaseWillden)

[](https://github.com/distributedstatemachine)

[](https://github.com/hallabro)

[](https://github.com/SauersML)

## License

The BSD 3-Clause License.