[Feature] Support the updated SageMaker Studio experience

[ivan-khvostishkov]

SageMaker SSH Helper works only in SageMaker Studio Classic:

As of November 30, 2023, the previous Amazon SageMaker Studio experience is now named Amazon SageMaker Studio Classic.

It needs testing and development for the new SageMaker Studio experience

UPD: Preliminary idea is to use custom images based on SageMaker distribution.

[ivan-khvostishkov]

Related issue: #49

[zelenkastiot]

Hey @ivan-khvostishkov I saw the open PR #57 is this still under development?

Thanks

[nmartinbekier]

@ivan-khvostishkov , also wondering if PR#57 is intended to be merged eventually.
I've been using it for some months, but its a pity that in time it diverges more and more with master, and a hassle to have users in my organization to pull / checkout pr-57 instead of simply doing a pip install sagemaker-ssh-helper .
Thanks!

[NicolaiLolansen]

Would be nice on some more clarity on this, the readme of this repo could also do with a nice disclaimer that it only works for the old experience or Sagemaker Classic. Everywhere in the readme it says SageMaker Studio, and not classic.