mlpm-client

One-Stop System for Machine Learning.

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AID is still under heavy development and APIs may change!

Table of Contents

Intro

AID is a DevOps System that is dedicated to machine learning. It consists of the following components:

  • Machine Learning Package Manager that could search, download, and deploy machine learning models.
  • A dashboard to monitor the status of installed services, trigger build, test/evaluate services.
  • A registry that provides plugins for notifications, security checks, etc.

Usage

For more examples, please refer to the Documentation.

Roadmap

See the open issues for a list of proposed features (and known issues).

Models

We share our officially tested models with our github organization aidmodels. We are also working on an open registry that could provide you with more features. Stay tuned!

Contributing

Contributions are what make the open source community such an amazing place to be learn, inspire, and create. Any contributions you make are greatly appreciated.

  1. Fork the Project
  2. Create your Feature Branch (git checkout -b feature/AmazingFeature)
  3. Commit your Changes (git commit -m 'Add some AmazingFeature')
  4. Push to the Branch (git push origin feature/AmazingFeature)
  5. Open a Pull Request

License

Personal uses are governed by the MIT License. See LICENSE for more information.

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