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Add schedulers to deep clustering algorithms #63

@collinleiber

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@collinleiber

It would be good if we could use schedulers for training the Deep Clustering algorithms.
See here the 'fit' function of the Abstract Autoencoder: https://github.com/collinleiber/ClustPy/blob/main/clustpy/deep/autoencoders/_abstract_autoencoder.py

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