Enhancements to GF(2) Linear Algebra: in-place row echelon with pivots, nullspace, and basis for row space #445
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This PR implements enhancements to the GF(2) Linear Algebra functionality. Inspired by python comprehensive ldpc.mod2 functionality. The following functionality are implemented in simple Julia:
gf2_row_echelon_with_pivots!
: return row echelon form, transformation matrix, rank and pivotsgf2_nullspace
: null spacegf2_rowspace_basis
: basis of the row spaceMotivation: Currently, we don't have pure linear algebra implementation of the logical X and logical Z operators for stabilizer CSS code without using
MixedDestabilizer.
Meaning, we can determine the logicals that satisfy the following conditions:And
These tools are going to be useful for pure linear algebra implementation of logical operators for CSS stabilizer codes. In general, I think it would nice to have complete set of GF(2) functionality. I have tested for correctness and also add consistency check with ldpc
Edit:
When the nullity is 0, a vector is zeros is convention. In this case, the
ldpc.mod2.nullspace
returns[]
. I have followed the convention.