PyDESeq2
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Use formulaic for dealing with design matrices
Have y'all considered using formulaic for handling your design matrices? (The successor to patsy.) It may simplify a bunch of work for supporting more complex experiment designs.
(Only just learned of this project btw...looks really great!)