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independent-set

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a browser app that calculates the precise average and standard deviation of all the choices for the np-complete problems in polynomial time. It treats the problems as a thermal dynamic system and assign probabilities to witnesses using the Boltzmann distribution. The partition function is approximated using the entropy and a Taylor expansion.

  • Updated Aug 27, 2026
  • JavaScript

A structural-discovery framework for discovering theorem-revealing representations, with proved local-to-global graph structure, intrinsic defect parameters, and independent Python/C++ verification — the Shunyaya Structural Discovery Compiler (SSDC).

  • Updated Sep 18, 2026
  • Python

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