A principled approach to data analysis includes data alignment, canonical form and constructing all automorphims. As such, each directory contains the following structure.

 complete - a complete invariant applied to the data
 canon - a canonical form of the data
 dfa - a deterministic finite automaton
 automorph - all data automorphisms of the group
 alignment - disentangle the group action from the data
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