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Add LRSchedulers #2603

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Implement the LRSchedulers inspired by how PyTorch handles them.
Include some basic schedulers.

The learning rate is updated as follows:

opt.set_learning_rate(scheduler.step(step)?);

@DimitriTimoz DimitriTimoz marked this pull request as ready for review November 7, 2024 13:05
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