Discover pnkraemer/probfindiff Open Source project

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10
Rank 1,754,146 (Top 36 %)
Language
Python
License
MIT License
Created over 2 years ago
Updated about 1 year ago

pnkraemer

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Probabilistic numerical finite differences. Compute finite difference weights and differentiation matrices on scattered data sites and with out-of-the-box uncertainty quantification.

tueplots

Figure sizes, font sizes, fonts, and more configurations at minimal overhead. Fix your journal papers, conference proceedings, and other scientific publications.

Python

626

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.

Python

tornadox

Probabilistic ODE solvers are fun, but are they fast?

Python

matfree

Matrix-free linear algebra in JAX.

Python

million-dimension-prob-ode-solver-experiments

Python

diffeqzoo

A zoo of implementations of differential equation problems in NumPy and JAX. Oscillators, chemical reactions, n-body problems, epidemiological models, IVPs, BVPs, and more.

Python

differentiable_likelihoods

Differentiable likelihoods for fast inversion of likelihood-free dynamical systems

Jupyter Notebook

probabilistic-bvp-solver

Python

rbf-tools

A small collection of functions associated with radial basis function interpolation and collocation

Python

mini-stochastic-interpolants

Python

gp-emulators

A small collection of python-scripts associated with Gaussian process emulators in Bayesian inverse problems

Python

pnkraemer/probfindiff

pnkraemer

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