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TC⁰ Groups (Solvable)

This directory contains all solvable permutation groups from our dataset. These groups can theoretically be solved by constant-depth threshold circuits (TC⁰), which means models like Transformers and standard SSMs should be able to learn them.

Groups in this category:

Small Symmetric/Alternating (Solvable)

  • S3 (order 6)
  • S4 (order 24)
  • A3 (order 3)
  • A4 (order 12)

Cyclic Groups (All solvable abelian)

  • C3 through C30

Dihedral Groups (All solvable)

  • D3 through D20

Other Solvable Groups

  • V4: Klein four-group (order 4)
  • Q8, Q16, Q32: Quaternion groups
  • Elementary abelian groups (Z_p^k)
  • F20, F21: Frobenius groups

Key Property

All these groups have a composition series with abelian quotients, making them solvable and placing them in TC⁰.