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Search results for probabilistic numerics

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8 search results found

Probnum ⭐ 407

Probabilistic Numerics in Python.

Probnumdiffeq.jl ⭐ 107

Probabilistic Numerical Differential Equation solvers via Bayesian filtering and smoothing

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.

IterGP: Computation-Aware Gaussian Process Inference (NeurIPS 2022)

Fenrir.jl ⭐ 18

Physics-Enhanced Regression for Initial Value Problems

Tornadox ⭐ 14

Probabilistic ODE solvers are fun, but are they fast?

Linpde Gp ⭐ 13

Code for the Paper "Physics-Informed Gaussian Process Regression Generalizes Linear PDE Solvers"

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.

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Python Probabilistic Numerics (8)

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1-8 of 8 search results

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