Data Assimilation with Python: a Package for Experimental Research
☆398Feb 19, 2026Updated last month
Alternatives and similar repositories for DAPPER
Users that are interested in DAPPER are comparing it to the libraries listed below
Sorting:
- Tutorials on data assimilation (DA) and the EnKF☆185Dec 5, 2025Updated 3 months ago
- Python code for data assimilation methods☆54Feb 7, 2023Updated 3 years ago
- Data Assimilation Research Testbed☆245Updated this week
- PyDA: A hands-on introduction to dynamical data assimilation with Python☆77Nov 29, 2020Updated 5 years ago
- Open data assimilation toolbox☆98Mar 12, 2026Updated last week
- Code for the paper "Auto differentiable Ensemble Kalman Filters" (https://arxiv.org/abs/2107.07687), accepted for publication in SIAM Jou…☆36May 9, 2022Updated 3 years ago
- MSc Research project (6 months). Data Assimilation using Deep Learning (AEs). Imperial College Machine Learning MSc 2018-19☆44Jan 7, 2021Updated 5 years ago
- A Highly-Extensible Data Assimilation Testing Suite☆10Feb 24, 2019Updated 7 years ago
- ¡AnDA! is a Python library for the Analog Data Assimilation.☆28Jan 6, 2022Updated 4 years ago
- Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.☆17Nov 18, 2025Updated 4 months ago
- ☆12Nov 13, 2022Updated 3 years ago
- ☆32Oct 4, 2020Updated 5 years ago
- The 4DVar data assimilation technique implemented with the Lorenz '63 model☆11Dec 12, 2017Updated 8 years ago
- Quasigeostrophic model in python☆151May 26, 2025Updated 9 months ago
- PET for data assimilation and optimization☆24Updated this week
- Implementation of various ensemble Kalman Filter data assimilation methods in Julia☆66Dec 12, 2025Updated 3 months ago
- A collection of Python scripts for running WRF with the DART data assimilation system☆31Apr 25, 2023Updated 2 years ago
- EnKF for Lorenz 96 model☆21Jan 2, 2024Updated 2 years ago
- ☆62Jan 9, 2024Updated 2 years ago
- Use Deep Learning in Data Assimilation☆61Jan 12, 2025Updated last year
- Parallel Data Assimilation Framework (this is the release repository, thus expect only updates when we prepare a new release)☆43Sep 1, 2025Updated 6 months ago
- Python codes for studying predictability and data assimlation with a surface quasi-geostrophic turbulence model☆39Updated this week
- This repository is a resource complementary to the book: Data Assimilation Fundamental: A unified formulation for state and parameter est…☆54Apr 17, 2025Updated 11 months ago
- This is a 'hands-on' tutorial for the RIKEN International School on Data Assimilation (RISDA2018).☆30Jul 9, 2025Updated 8 months ago
- Package Information and Documentation☆16Nov 10, 2022Updated 3 years ago
- Benchmarking tools for applying AI/ML to data assimilation☆26Jun 6, 2025Updated 9 months ago
- Python Multivariate Land Data Assimilation System with High Performance Computing for CLM 4.5☆31Feb 5, 2017Updated 9 years ago
- EnKF code for DA with large-scale layered geophysical models.☆43Mar 6, 2026Updated 2 weeks ago
- Lorenz 96 model with GAN parameterization of unresolved scale (Y).☆37Feb 12, 2020Updated 6 years ago
- The Land Variational Ensemble Data Assimilation fRamework (LaVEnDAR) implements the method of Four-Dimensional Ensemble Variational data …☆19Sep 15, 2021Updated 4 years ago
- Notebooks on production optimisation and history matching☆25Nov 5, 2024Updated last year
- Automatically exported from code.google.com/p/miyoshi☆42Feb 20, 2026Updated last month
- Python framework for short-term ensemble prediction systems.☆551Feb 27, 2026Updated 3 weeks ago
- A 2-layer quasi-geostrophic atmospheric model in Python. Can be coupled to a simple land or shallow-water ocean component.☆41Jun 11, 2025Updated 9 months ago
- Pythie is a Python package to postprocess weather forecasts. Presently, it contains the modules: MBM: a module to make member-by-member e…☆11Oct 21, 2022Updated 3 years ago
- A Python interface to map GRIB files to the NetCDF Common Data Model following the CF Convention using ecCodes☆453Jan 28, 2026Updated last month
- Metrics for verifying forecasts☆237Feb 23, 2026Updated 3 weeks ago
- A NWP precipitation bias correction model based on Unet☆19Sep 22, 2022Updated 3 years ago
- Software Repository accompanying the paper "Ensemble Kalman Filter optimizing Deep NeuralNetworks: An alternative approach to non-perform…☆11Jan 24, 2022Updated 4 years ago