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akhmerov avatar akhmerov commented on May 26, 2024 2

We could start from at least unifying the treatment of scaling across learners.

For that we'd define a new class, say _Scale (or Scale, Scaler, etc), which would have the following interface:

On every tell we'd have something like:

if self._scale.update(new_point):
    self._recompute_all_losses

And then we'd pass self._scale.value to every computation of the loss function.

from adaptive.

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