matcha v0.2.1
In this release, we introduce matcha to the world - an open source tool for provisioning MLOps environments to the cloud.
With this alpha release of matcha, you can provision the infrastructure necessary to enable the following capabilities:
- A way to run model training pipelines
- A way to track experiments
- A way to deploy and serve models
This an alpha version of matcha and we're continually working on improvements and adding new features. If you run into any issues, then please report them as issues - we really appreciate any feedback.
How to get started
To demonstrate practical ways in which you can get started with using matcha, see our workflow examples. Our documentation also provides more information on how matcha works, what Azure permissions you need, and much more.
You can install matcha using pip:
pip install matcha-mlWe hope you enjoy using matcha and stay tuned for the next release!