Why is Python used by lots of scientists to simulate and calculate things, although it is pretty slow in comparison to other languages?

This page summarizes the projects mentioned and recommended in the original post on /r/Python
differential-equations Jax Deep Learning neural-differential-equations Machine Learning

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  • lowfssim

    Roman-CGI optical model of LOWFS

    • At NASA, we use python to model picometer scale control systems in space.

  • diffrax

    Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/

    • For example, Diffrax is a JAX-based library for solving differential equations.

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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