[MNT] Tensorflow Python 12

[MatthewMiddlehurst]

Manually adding the InstanceNormalization layer in aeon given the deprecation of the tensorflow_addons package in May 2024.
Fix #1144

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[hadifawaz1999]

Just need to copy paste the InstanceNormalization code https://github.com/tensorflow/addons/blob/v0.20.0/tensorflow_addons/layers/normalizations.py#L296-L338
from tensorflow-addons and add it manually for EncoderNetwork and remove tensorflow-addons from dependencies
if you want i can push it on this branch

[MatthewMiddlehurst]

@hadifawaz1999 feel free to do so

[MatthewMiddlehurst]

Could you update the primary PR message, thanks.

[MatthewMiddlehurst]

Also there is a conflict

[hadifawaz1999]

Also there is a conflict

resolving conflict is adding back tensorflow addons, not sure why

[MatthewMiddlehurst]

just remove it again in the merge, cant get around merging with main.

[hadifawaz1999]

just remove it again in the merge, cant get around merging with main.

nothing is working :) tried even to change only the addon, but still conflict exist as long as the file is changed...

[MatthewMiddlehurst]

you have to pull the main branch. done so above.