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Companion code in JAX for the paper Parallel Iterated Extended and Sigma-Point Kalman Smoothers.

Jupyter Notebook 27 2 Updated Aug 9, 2024

Companion Matlab and Python codes for the book Bayesian Filtering and Smoothing by Simo Särkkä and Lennart Svensson

Jupyter Notebook 83 27 Updated Feb 5, 2026

Official implementation of Score-based Data Assimilation

Python 90 13 Updated Jan 12, 2024

Python code for implementing the 4DEnVar Data Assimilation method and examples of use

Jupyter Notebook 14 3 Updated Mar 13, 2026

Four-dimensional ensemble variational data assimilation with the JULES land surface model

Python 3 1 Updated Jun 8, 2018

EnKF analysis routines in Fortran 90. Stochastich and SQRT formulations with subspace inversion.

Fortran 14 19 Updated Oct 12, 2025