Example addition for MoE

[damoonsh]

I am writing up a simple implementation for MoE for Dense and CNN model using the MNIST. Then at the end I will write an MoE class to support any kind of layer using simple approach. I have written parts of the code and will iteratively add.

Please let me know if there is a problem/concern with the example.

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[damoonsh]

The example is not complete yet but this is the overall structure of it.

Also I am unable to sign the CLA, it goes to 400 page:

[divyashreepathihalli]

Thanks @damoonsh I will take a look at this soon.

[divyashreepathihalli]

From 2023 onwards all examples and guides added to Keras IO is Keras 3 only. Can you please update the implementation to Keras 3 - here is a guide for migration https://keras.io/guides/migrating_to_keras_3/

[divyashreepathihalli]

Thank you for the PR!

• why is the vocal_track_seperation.py deleted?
• Good to only have the .py file until PR approval - you can genrate the .ipynb and .md file after the .py is approved
• The example implementation needs to be in Kears 3

[damoonsh]

Not sure what happened with vocal_track file, I am trying to take it out of the PR.
I took the .ipynb and .md out. And I followed the instruction for keras 3.
If the .py is approved I can make another PR without the vocal files.

[damoonsh]

@divyashreepathihalli Took the unnecessary files out, there is only the .py file now!