Open Source Projects
Featured Projects
ProbNumDiffEq.jl
ProbNumDiffEq.jl provides probabilistic numerical ODE solvers to the DifferentialEquations.jl ecosystem. The implemented ODE filters solve differential equations via Bayesian filtering and smoothing. The filters compute not just a single point estimate of the true solution, but a posterior distribution that contains an estimate of its numerical approximation error.
pkg> add ProbNumDiffEq
Other projects
probnum
Probabilistic Numerics in Python.
parallel-in-time-ode-filters
Parallel-in-Time ODE Filters in Jax
TuePlots.jl
A light-weight library to help you create better plots for scientific publications, by taking care of the annoying bits like figure size, font size, and setting the correct font, with minimal overhead.
KalmanFilterToolbox.jl
Handy code for Gaussian filtering and smoothing enthousiasts.
PSDMatrices.jl
Positive semi-definite matrix types in Julia
ChaoticDynamicalSystemLibrary.jl
A collection of chaotic ODEs.
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.
generative-latent-optimization
PyTorch Implementation: "Optimizing the Latent Space of Generative Networks"