A platform for managing and serving Machine Learning types.
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
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
Just starting out? Try out our examples:
|MNIST||Deployment of a MNIST classifier with HuoguoML and Tensorflow|
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.
We encourage you to contribute to HuoguoML! Please check out the Contributing guide for guidelines about how to proceed.
Apache License Version 2.0, see LICENSE
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