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Improve hdf5

Colm Talbot requested to merge improve-hdf5 into master

Requires !873 (merged) Closes #530 (closed)

I tried to make this backward compatible. I managed to read some old-style hdf5 files locally.

This will also allow us to remove deepdish as a requirement.

Edited by Colm Talbot

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