Topic: probabilistic-numerics Goto Github
Some thing interesting about probabilistic-numerics
Some thing interesting about probabilistic-numerics
probabilistic-numerics,Python tools for solving data-constrained finite element problems
Organization: alan-turing-institute
probabilistic-numerics,IterGP: Computation-Aware Gaussian Process Inference (NeurIPS 2022)
User: jonathanwenger
Home Page: https://itergp.readthedocs.io
probabilistic-numerics,Probabilistic Linear Solvers for Machine Learning (NeurIPS 2020)
User: jonathanwenger
Home Page: https://arxiv.org/abs/2010.09691
probabilistic-numerics,Practical session on implementing probabilistic linear solvers at the Probabilistic Numerics Spring School 2024
User: marvinpfoertner
Home Page: https://probnumschool.org
probabilistic-numerics,Computation-Aware Kalman Filtering and RTS Smoothing
User: marvinpfoertner
probabilistic-numerics,Code for the paper "Computation-Aware Kalman Filtering and Smoothing"
User: marvinpfoertner
probabilistic-numerics,Code for the Paper "Physics-Informed Gaussian Process Regression Generalizes Linear PDE Solvers"
User: marvinpfoertner
Home Page: https://arxiv.org/abs/2212.12474
probabilistic-numerics,Physics-Enhanced Regression for Initial Value Problems
User: nathanaelbosch
probabilistic-numerics,Probabilistic Numerical Differential Equation solvers via Bayesian filtering and smoothing
User: nathanaelbosch
probabilistic-numerics,Numerical Integration Methods and Probabilistic Methods for generating random numbers.
User: nerocraft4
probabilistic-numerics,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.
User: pnkraemer
Home Page: https://pnkraemer.github.io/probdiffeq/
probabilistic-numerics,Probabilistic numerical finite differences. Compute finite difference weights and differentiation matrices on scattered data sites and with out-of-the-box uncertainty quantification.
User: pnkraemer
Home Page: https://probfindiff.readthedocs.io
probabilistic-numerics,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.
User: pnkraemer
probabilistic-numerics,Probabilistic Numerics in Python.
Organization: probabilistic-numerics
Home Page: http://probnum.org
probabilistic-numerics,Published asv benchmark reports and database of ProbNum.
Organization: probabilistic-numerics
Home Page: https://probabilistic-numerics.github.io/probnum-benchmarks/benchmarks/
probabilistic-numerics,Evaluate the accuracy, efficiency, and uncertainty-calibration of probabilistic numerical algorithms.
Organization: probabilistic-numerics
Home Page: https://probnum-evaluation.readthedocs.io/
probabilistic-numerics,Information and materials for Google Summer of Code participants developing for ProbNum.
Organization: probabilistic-numerics
Home Page: http://probnum.org
probabilistic-numerics,Website of the Probabilistic Numerics community.
Organization: probabilistic-numerics
Home Page: http://probabilistic-numerics.org
probabilistic-numerics,Various probabilistic numerics projects. Main one is Laplace_Approximation.
User: shaunmcdonald1021
probabilistic-numerics,the prior distribution for probabilistic numerical methods
User: vlsf
probabilistic-numerics,Efficient SDE samplers including Gaussian-based probabilistic solvers. Written in JAX.
User: ylefay
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