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Note

TODO

  • clean up clang-tidy
    • modern style function -> return
  • noexcept calc

Limitations:

  • For convex problems only
  • Provide efficient oracles
  • Need to know the bounds

LDLT factorization: Square-root-free Cholesky factorization. Row based - Stop as soon as possible.

Probability

  • Correlation does not implies causation (相关不蕴含因果), cum hoc ergo proter hoc
  • Normally distributed and uncorrelated does not imply independent
  • Basically, Central Limit Theorem is only applicable to i.i.d.

cvx + network flow