From ec3103097ae540e699dee8a5cfec43834d810f1a Mon Sep 17 00:00:00 2001 From: Nathanael Bosch Date: Mon, 23 Sep 2024 19:20:19 +0200 Subject: [PATCH] README: more explanation for related-package trade-offs --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index c28f3aa45..401d09eda 100644 --- a/README.md +++ b/README.md @@ -77,5 +77,5 @@ This includes not just bugs and feature requests but also general questions abou ## Related packages -- [probdiffeq](https://pnkraemer.github.io/probdiffeq/): Fast and feature-rich filtering-based probabilistic ODE solvers in JAX. -- [ProbNum](https://probnum.readthedocs.io/en/latest/): Probabilistic numerics in Python. It has not only probabilistic ODE solvers, but also probabilistic linear solvers, Bayesian quadrature, and many filtering and smoothing implementations. +- [ProbDiffEq](https://pnkraemer.github.io/probdiffeq/) is similar in scope to ProbNumDiffEq.jl and it provides fast and feature-rich probabilistic ODE solvers but is implemented in Python and built on JAX. +- [ProbNum](https://probnum.readthedocs.io/en/latest/) implements a wide range of probabilistic numerical methods, not only for ODEs but also for linear algebra, quadrature, and filtering/smoothing. It is implemented in Python and NumPy, and it focuses more on breadth and didactic purposes than on performance.