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Projects in Awesome Lists by pnkraemer

A curated list of projects in awesome lists by pnkraemer .

https://github.com/pnkraemer/tueplots

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

matplotlib scientific-visualization

Last synced: 19 Dec 2024

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: 19 Dec 2024

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: 01 Nov 2024

https://github.com/pnkraemer/matfree

Matrix-free linear algebra in JAX.

Last synced: 20 Oct 2024

https://github.com/pnkraemer/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.

boundary-value-problem initial-value-problem jax numerical-methods numpy ordinary-differential-equations scientific-computing

Last synced: 20 Oct 2024

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: 20 Oct 2024

https://github.com/pnkraemer/differentiable_likelihoods

Differentiable likelihoods for fast inversion of likelihood-free dynamical systems

Last synced: 20 Oct 2024

https://github.com/pnkraemer/gp-emulators

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

bayesian-inference bayesian-inverse-problems gaussian-process-emulators gaussian-processes gp-emulators monte-carlo sequential-design

Last synced: 08 Dec 2024