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The Top 8 Probabilistic Numerics Open Source Projects

Open source projects categorized as Probabilistic Numerics
Categories > Probabilistic Numerics
Probnum ⭐ 407
Probabilistic Numerics in Python.
dependent packages 1total releases 28most recent commit 6 months agopypi probnum} Downloads
Probnumdiffeq.jl ⭐ 107
Probabilistic Numerical Differential Equation solvers via Bayesian filtering and smoothing
most recent commit 4 months ago
Probdiffeq ⭐ 25
Probabilistic solvers for differential equations in JAX. Adaptive ODE solvers with calibration, state-space model factorisations, and custom information operators. Compatible with the broader JAX scientific computing ecosystem.
most recent commit 5 months ago
Itergp ⭐ 24
IterGP: Computation-Aware Gaussian Process Inference (NeurIPS 2022)
most recent commit a year ago
Fenrir.jl ⭐ 18
Physics-Enhanced Regression for Initial Value Problems
most recent commit 4 months ago
Tornadox ⭐ 14
Probabilistic ODE solvers are fun, but are they fast?
most recent commit 2 years ago
Linpde Gp ⭐ 13
Code for the Paper "Physics-Informed Gaussian Process Regression Generalizes Linear PDE Solvers"
most recent commit 8 months ago
Probfindiff ⭐ 7
Probabilistic numerical finite differences. Compute finite difference weights and differentiation matrices on scattered data sites and with out-of-the-box uncertainty quantification.
most recent commit a year ago
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