Code accompanying the NeurIPS 2021 Paper: A Probabilistic State Space Model for Joint Inference from Differential Equations and Data (Schmidt, Krämer, Hennig)
☆13Nov 7, 2022Updated 3 years ago
Alternatives and similar repositories for probabilistic-ssm
Users that are interested in probabilistic-ssm are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A package for computing matrix exponentials and finite horizon Gramians☆11Jan 21, 2026Updated 5 months ago
- [TMLR 2022] Curvature access through the generalized Gauss-Newton's low-rank structure: Eigenvalues, eigenvectors, directional derivative…☆17Jul 19, 2023Updated 2 years ago
- Probabilistic numerical finite differences. Compute finite difference weights and differentiation matrices on scattered data sites and wi…☆14May 8, 2023Updated 3 years ago
- Probabilistic Finite Volume Method based on Affine Gaussian Process inference☆11Jun 10, 2024Updated 2 years ago
- Marginal distributions and Markov kernels that play nice with each other for the purpose of Bayesian state estimation.☆18Oct 22, 2025Updated 8 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Source code for my PhD thesis: Backpropagation Beyond the Gradient☆21Feb 25, 2023Updated 3 years ago
- Efficient SDE samplers including Gaussian-based probabilistic solvers. Written in JAX.☆10Feb 8, 2025Updated last year
- Probabilistic ODE solvers are fun, but are they fast? See also: https://github.com/pnkraemer/probdiffeq for JAX code or https://github.c…☆21Jul 20, 2024Updated last year
- Bayesian inference on spatial and spatiotemporal data, faster than you can say "Cholesky!"☆15Jun 19, 2026Updated last week
- Physics-Enhanced Regression for Initial Value Problems☆20Feb 7, 2024Updated 2 years ago
- Code of PriorVAE: encoding spatial priors with variational autoencoders☆12Jul 13, 2023Updated 2 years ago
- Scripts and data for Modelling reporting delay for disease surveillance data using Bayesian methods.☆16Jul 11, 2019Updated 6 years ago
- A generic library for linear and non-linear Gaussian smoothing problems. The code leverages JAX and implements several linearization algo…☆14Apr 20, 2026Updated 2 months ago
- Differential equation solvers with global error estimation☆11Jun 20, 2026Updated last week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Repository for Deterministic Particle Flow Control framework☆10Nov 13, 2022Updated 3 years ago
- Modular Gaussian Processes☆17Dec 9, 2021Updated 4 years ago
- Sketched linear operations for PyTorch☆101Oct 24, 2025Updated 8 months ago
- Supplementary code for paper "Bayesian workflow for disease transmission model".☆28Feb 3, 2021Updated 5 years ago
- Code for the Paper "Physics-Informed Gaussian Process Regression Generalizes Linear PDE Solvers"☆34Apr 26, 2024Updated 2 years ago
- Laplace approximations in JAX.☆49Jun 16, 2026Updated last week
- ☆34Dec 15, 2025Updated 6 months ago
- This code accompanies the manuscript "A Generative Framework for Probabilistic, Spatiotemporally Coherent Downscaling of Climate Simulati…☆37Jul 21, 2025Updated 11 months ago
- A very opiniated publication-ready plotting library☆74May 10, 2026Updated last month
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- IterGP: Computation-Aware Gaussian Process Inference (NeurIPS 2022)☆43Apr 12, 2023Updated 3 years ago
- Instructions and examples to deploy some PyTorch code on slurm using a Singularity Container☆33Mar 21, 2023Updated 3 years ago
- Convolutions and more as einsum for PyTorch☆18Jun 6, 2024Updated 2 years ago
- Python project template/scaffold and best practices☆42Sep 6, 2025Updated 9 months ago
- Probabilistic generative model and efficient algorithm to model reciprocity in directed networks.☆16Nov 6, 2023Updated 2 years ago
- Code for the Density Deconvolution with Normalizing Flows paper.☆12Jun 10, 2020Updated 6 years ago
- Notebooks and data for StanCon2023 tutorial on BRMS☆17Jun 27, 2023Updated 3 years ago
- Probabilistic Numerical Differential Equation solvers via Bayesian filtering and smoothing☆133Jun 22, 2026Updated last week
- Tutorial materials of the Probabilistic Numerics Spring School.☆37May 10, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- neo4j shell for emacs☆17Mar 12, 2021Updated 5 years ago
- Preheat your MCMC☆82Updated this week
- Directional sparse filtering for blind speech separation☆10Jun 8, 2021Updated 5 years ago
- Efficient forward- and reverse-mode sparse Jacobians using Jax☆70Dec 1, 2025Updated 6 months ago
- Notes for the Numerics of Machine Learning Lecture Course at the University of Tübingen☆230Mar 29, 2024Updated 2 years ago
- ☆13Oct 31, 2021Updated 4 years ago
- A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"☆11May 15, 2017Updated 9 years ago