noronhadataops/noronha repository overview

⁠Noronha overview

Noronha is a Python framework designed to help you orchestrate and manage ML projects life-cycle.

It hosts Machine Learning models inside a portable, ready-to-use DataOps architecture, thus helping you benefit from DataOps and MLOps practices without having to change much of your usual work behavior.

⁠License

Noronha is licensed under Apache License 2.0 and maintained in GitHub⁠

⁠Images overview

This repository is dedicated to Noronha base images, which users inherit in their ML applications.

• stable tag contains the latest stable release in the repository, it's probably the best option when running in production.
• latest tag contains the latest commits available in the repository and should not be used in production, since it may contain code that has not been fully tested.
• x.x.x tags are associated with a Noronha version. These are also good candidates when running in production.
• x.x.x-cuda... tags contain specific Noronha version packaged with NVIDIA base image⁠. The tag name specifies which CUDA and cuDNN version is available in that image.
• Those images are based off NVIDIA Ubuntu Runtime⁠ tags, which provide cudart, CUDA math libs, NCCL and cuDNN. If you require a specific version of Noronha packaged with a different NVIDIA base image, please open an issue in GH⁠.