quinngroup / CiliaRepresentation

A modular generative pipeline for understanding cilia appearance and dynamics

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Allow generic drivers to construct datasets

Micky774 opened this issue · comments

The generic driver should be able to create a PyTorch data set. These data sets will vary module-by-module and should be handled individually, however the generic driver should have uniform syntax and usage for whatever data sets it implements.

Decided against generic driver because PyTorch datasets have scope issues.
Returning datasets from functions causes pickling errors, rendering the datasets unusable for model training and testing.
Passing datasets to functions is untested.