ANN: pyscenarios 0.6.0 has been released!

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crusa...@gmail.com

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May 4, 2025, 2:02:16 PMMay 4
to PyData

pyscenarios (https://pyscenarios.readthedocs.io/) offers several modules used in Monte Carlo simulations:

  • Gaussian Copula, Student T* Copula and IT Copula samples generators

  • Sobol series generator

  • Tail dependence measures

Release v0.6.0 introduces substantial changes:

  • Numba is now an optional dependency; if it is not installed, Sobol will fall back to a slower pure-Numpy implementation.

  • Sped up Sobol by ~33% on Numba.

  • Arguments chunks and rng are now keyword-only.

  • Improved type annotations.

  • Added formal support for Python 3.13

  • Changed dependency support policy from NEP 29 to SPEC 0

  • Bumped up all minimum dependency versions

  • Removed function names deprecated in v0.4

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