Fixed weights #6
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Close #1
Added fixed weights, removed main, and applied black styling.
All explorative examples have been dropped into local notebooks. Both the NMF and NMFD are functioning as anticipated.
No weight constraints have been attempted for NMFD thusfar (but the implementation is in the base class, not the NMFD) so it should function.
This investigation is left to #5 .