Porting of 2d_autoencoderkl and 3d_autoencoderkl tutorials from MONAI generative

Fixes # .

Incorporation of tutorials for AuoencoderKL (2D and 3D) as part of the porting of MONAI Generative Models.

[X] Avoid including large-size files in the PR.
[X] Clean up long text outputs from code cells in the notebook.
[X ] For security purposes, please check the contents and remove any sensitive info such as user names and private key.
[X] Ensure (1) hyperlinks and markdown anchors are working (2) use relative paths for tutorial repo files (3) put figure and graphs in the ./figure folder
[ ] Notebook runs automatically ./runner.sh -t <path to .ipynb file>

Project-MONAI / tutorials