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Resolve "Write a pytorch linear gapfilling module"

MICHEL Julien requested to merge 4-write-a-pytorch-linear-gapfilling-module into master

MR contains linear_gapfilling function and LinearGapFilling module. Extrapolation is based on nearest neighbours. Tests try to cover corner cases, and there are dedicated tests prooving that gradient backpropagation flows through the function and module.

Closes #4 (closed)

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