Projects in Awesome Lists tagged with probabilistic-numerics
A curated list of projects in awesome lists tagged with probabilistic-numerics .
https://github.com/probabilistic-numerics/probnum
Probabilistic Numerics in Python.
machine-learning numerical-methods probabilistic-numerics
Last synced: 01 May 2025
https://github.com/nathanaelbosch/probnumdiffeq.jl
Probabilistic Numerical Differential Equation solvers via Bayesian filtering and smoothing
differential-equations hacktoberfest julia ode ode-solver probabilistic-models probabilistic-numerics
Last synced: 04 Apr 2025
https://github.com/nathanaelbosch/ProbNumDiffEq.jl
Probabilistic Numerical Differential Equation solvers via Bayesian filtering and smoothing
differential-equations hacktoberfest julia ode ode-solver probabilistic-models probabilistic-numerics
Last synced: 04 May 2025
https://github.com/pnkraemer/probdiffeq
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.
differential-equations-solvers jax probabilistic-numerics scientific-computing
Last synced: 10 May 2025
https://github.com/jonathanwenger/itergp
IterGP: Computation-Aware Gaussian Process Inference (NeurIPS 2022)
gaussian-processes machine-learning neurips-2022 numerical-linear-algebra probabilistic-numerics
Last synced: 22 Mar 2025
https://github.com/pnkraemer/tornadox
Probabilistic ODE solvers are fun, but are they fast? See also: https://github.com/pnkraemer/probdiffeq for JAX code or https://github.com/nathanaelbosch/ProbNumDiffEq.jl for Julia code.
differential-equation-solvers probabilistic-numerics
Last synced: 14 Apr 2025
https://github.com/nathanaelbosch/fenrir.jl
Physics-Enhanced Regression for Initial Value Problems
differential-equations hacktoberfest julia odes probabilistic-numerics
Last synced: 21 Jan 2025
https://github.com/alan-turing-institute/stat-fem
Python tools for solving data-constrained finite element problems
finite-element-analysis hut23 hut23-183 probabilistic-numerics uncertainty-quantification
Last synced: 05 May 2025
https://github.com/pnkraemer/probfindiff
Probabilistic numerical finite differences. Compute finite difference weights and differentiation matrices on scattered data sites and with out-of-the-box uncertainty quantification.
finite-difference-methods partial-differential-equations probabilistic-numerics scientific-computing
Last synced: 23 Apr 2025
https://github.com/jonathanwenger/probabilistic-linear-solvers-for-ml
Probabilistic Linear Solvers for Machine Learning (NeurIPS 2020)
machine-learning neurips-2020 numerical-linear-algebra probabilistic-numerics
Last synced: 11 Apr 2025