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A platform for managing and serving Machine Learning types.

Project description

🍲 HuoguoML

HuoguoML is a platform for managing and serving machine learning models. It provides a set of functionalities that can be used with all existing machine learning applications. Key features are:

  • HuoguoML Tracking: An API to log parameters, code, and results of machine learning experiments
  • HuoguoML Dashboard: A powerful dashboard for comparing and analysing logged experiments
  • HuoguoML Service: A CLI to easily launch a REST service from your logged experiments that can be updated over the air

Installation

Get the latest stable version of HuoguoML:

pip install huoguoml

or get the development version, which is updated with every commit on the main branch:

pip install huoguoml-dev

Examples

Just starting out? Try out our examples:

Example Description
MNIST Deployment of a MNIST classifier with HuoguoML and Tensorflow

Documentation

Apart from learning from the examples, we highly recommended you go through our documentation.

Our docs are built on every push to the main or dev branch.

Contributors

We encourage you to contribute to HuoguoML! Please check out the Contributing guide for guidelines about how to proceed.

License

Apache License Version 2.0, see LICENSE

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