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Roadmap proposals #75

@maresb

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@maresb

Once we get some more time, here's a list of things on my mind that we could try:

  • Fix PyPI release (hopefully just a capitalization issue)
  • Rename master to main
  • Drop support for older Python versions (Scientific Python recommends dropping support for anything less than 3.11, although I find that a bit extreme.)
  • Add formatter
  • Add linter
  • Add type checks (or not?)
  • Fail harder on invalid input
  • Depend lazily on numba
  • Add conda-forge installation instructions and badge
  • Fix relative PyPI links via hatch-fancy-pypi-readme
  • Benchmarking
    • Vectorize Newton iteration
    • Add more corrections to $\partial S / \partial T$ approximation to accelerate convergence
    • Use LUT
    • Try tightening convergence thresholds
    • Write a rust implementation
  • Stress tests (check for potential failures)

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