├── 2018-01-10-ec-exercise-BLUE-analysis.ipynb ├── 2020-12-10-particle-filter-practice-1.ipynb ├── 4DVAR-TL-ADJ-tests-simple-functions.ipynb ├── 4DVAR-with-Lorenz63-JAX.ipynb ├── 4DVAR-with-Lorenz63.ipynb ├── AutoregressiveModels.ipynb ├── Illustrate-BLUE.ipynb ├── Illustrate-Divergence-of-Kalman-Filter-with-Linear-Predator-Prey-Model.ipynb ├── Illustrate-EnKF-with-Lorenz63.ipynb ├── Illustrate-Gaspari-Cohn-function-and-covariance-localization.ipynb ├── Illustrate-Kalman-Filter-with-Linear-Predator-Prey-Model.ipynb ├── Illustrate-Particle-Filter-Analysis.ipynb ├── Illustrate-particle-filter-with-Lorenz63.ipynb ├── Illustrate-probability-density-bayes-rule.ipynb ├── Nudging-PF-CH4-cycle.ipynb ├── README.md ├── TP_notebooks ├── .DS_Store ├── .ipynb_checkpoints │ └── run_free_model-checkpoint.ipynb ├── analyseKF.py ├── burgers.py ├── gausscov.py ├── obsopt.py ├── plots.py ├── python.zip ├── run_EKF.ipynb ├── run_EKF.py ├── run_analyse.py ├── run_analysis.ipynb ├── run_free_model.ipynb ├── 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