https://github.com/blackportal-ai/delta

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

blackportal blackportal-ai deep-learning delta machine-learning ml neural-network rust

Last synced: 2 days ago
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An Open-Source Machine Learning Framework in Rust Δ

• Host: GitHub
• URL: https://github.com/blackportal-ai/delta
• Owner: blackportal-ai
• License: bsd-3-clause
• Created: 2024-11-25T12:39:43.000Z (about 2 months ago)
• Default Branch: master
• Last Pushed: 2025-01-15T15:38:34.000Z (6 days ago)
• Last Synced: 2025-01-15T17:51:48.446Z (6 days ago)
• Topics: blackportal, blackportal-ai, deep-learning, delta, machine-learning, ml, neural-network, rust
• Language: Rust
• Homepage: https://blackportal.ai
• Size: 773 KB
• Stars: 343
• Watchers: 10
• Forks: 23
• Open Issues: 19
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • Funding: .github/FUNDING.yml
  • License: LICENSE

Awesome Lists containing this project

• fucking-awesome-rust - blackportal-ai/delta - Δ An Open-Source Machine Learning Framework in Rust.   (Libraries / Artificial Intelligence)
• awesome-rust - blackportal-ai/delta - Δ An Open-Source Machine Learning Framework in Rust.   (Libraries / Artificial Intelligence)

README

        


  

    

    

    

  








![build](https://img.shields.io/github/actions/workflow/status/blackportal-ai/delta/core.yml?branch=master) 

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[![documentation](https://img.shields.io/badge/docs-deltaml-blue?logo=rust)](https://docs.rs/deltaml/latest/)

[![discord badge]](https://discord.gg/g5HtkAzRNG)

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An open-source machine learning framework in Rust Δ. 

## Why Δ (Delta)?

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

- **Usability:** APIs are designed for simplicity, making it easy for beginners to get started while providing advanced customization options for experienced users.

- **Extensibility:** The framework is modular, allowing users to plug in custom layers, optimizers, or preprocessing pipelines tailored to their unique needs.

- **Efficient and Scalable Tools:** It provides highly efficient and scalable tools for building and training neural networks, supporting both small-scale experiments and large-scale production systems.

## 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 [Discord](https://discord.gg/g5HtkAzRNG) and join the conversation.

- Check out our [docs](https://blackportal.ai/delta/docs) on our website for guides, tips, and additional resources.

- If you are upgrading, read the release notes to be informed about breaking changes.

- Ask a question we monitor stackoverflow.com for questions tagged with `deltaml`.

- Report bugs with Delta at https://github.com/blackportal-ai/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/blackportal-ai/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)

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

## License

The BSD 3-Clause License.