Discover @pnkraemer Open Source projects

Nicholas Krämer (@pnkraemer)

pnkraemer

Stars
733
Global Rank 39,688 (Top 2 %)
Followers 82
Following 48
Registered over 5 years ago
Most used languages

Python
91.7 %

Jupyter Notebook
8.3 %
Location 🇩🇰 Denmark
Country Total Rank 22,225
Country Ranking

Python
22

Jupyter Notebook
154

tueplots

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

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.

tornadox

Probabilistic ODE solvers are fun, but are they fast?

matfree

Matrix-free linear algebra in JAX.

probfindiff

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

million-dimension-prob-ode-solver-experiments

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.

differentiable_likelihoods

Differentiable likelihoods for fast inversion of likelihood-free dynamical systems

Jupyter Notebook

probabilistic-bvp-solver

rbf-tools

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

mini-stochastic-interpolants

gp-emulators

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