[PROPOSAL] Kubeflow Python SDK

[Andrey Velichkevich]

Hi Kubeflow Community,

Over the past three years, we've had extensive discussions on streamlining the experience for data scientists and ML engineers interacting with Kubeflow components.

You can find related discussions in these threads:

• https://github.com/kubeflow/website/pull/3958#discussion_r1921573542
• https://github.com/kubeflow/training-operator/issues/2402

We are now preparing an initial proposal to design and develop a new Kubeflow Python SDK to enhance the user experience. Please share your feedback, and we will soon transfer this to a KEP.

https://docs.google.com/document/d/1rX7ELAHRb_lvh0Y7BK1HBYAbA0zi9enB0F_358ZC58w/edit?usp=sharing

Regards,

Andrey