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Currently, RandomBatches is a big chonky struct that includes three, separate things:
how to sample a signal from the labeled signals table
how to sample a window from a signal
how to select channels for the batch
Really, these are basically orthogonal to each other, and we could support more flexible batching specifications by allowing users to "mix and match" different ways of sampling batches with some light refactoring.
The text was updated successfully, but these errors were encountered:
I wonder if we can (ab)use channel selectors even further, by something like samples[RandomChannels(rng, 3), :] 😄. Then instead of passing around n_channels, we could pass the selector. Oh, except you need the RNG here, not at creation time... Ok idk
Currently,
RandomBatches
is a big chonky struct that includes three, separate things:Really, these are basically orthogonal to each other, and we could support more flexible batching specifications by allowing users to "mix and match" different ways of sampling batches with some light refactoring.
The text was updated successfully, but these errors were encountered: