Benchmarking tools for applying AI/ML to data assimilation
☆28Jun 6, 2025Updated 11 months ago
Alternatives and similar repositories for DataAssimBench
Users that are interested in DataAssimBench 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 Python interface to parallel data assimilation framework - pyPDAF☆15Apr 27, 2026Updated 3 weeks ago
- neXtSIM_DG : next generation sea-ice model with DG☆12Updated this week
- ☆22Feb 25, 2025Updated last year
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆62Mar 16, 2026Updated 2 months ago
- A ML-oriented generic patcher for xarray data structures.☆19Mar 9, 2026Updated 2 months 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.
- Interactive textbook on state space models☆12Apr 11, 2022Updated 4 years ago
- This is a 'hands-on' tutorial for the RIKEN International School on Data Assimilation (RISDA2018).☆30Jul 9, 2025Updated 10 months ago
- NERSC Ensemble Data Assimilation System☆16May 12, 2026Updated last week
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆32Feb 11, 2026Updated 3 months ago
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆30Dec 8, 2022Updated 3 years ago
- A generative foundation model for the kilometer-scale atmosphere☆99May 5, 2026Updated 2 weeks ago
- Implementation of a reservoir computer with functions to optimize the parameters and calculate the Lyapunov exponents☆33Apr 27, 2022Updated 4 years ago
- Exploring how to to deal with uncertain inputs with gaussian process regression models.☆27Apr 16, 2021Updated 5 years ago
- Machine learning applied to interpolate sea-surface height observations from altimetry tracks.☆11Apr 3, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Parallel Data Assimilation Framework (this is the release repository, thus expect only updates when we prepare a new release)☆47Apr 17, 2026Updated last month
- Streamlined version of the 4dvarnet algorithm: probably a good starting point to understand and applying it☆16Mar 23, 2026Updated last month
- Python Client for Wavefleet☆12Oct 7, 2024Updated last year
- The public repo for the source code of WindBorne's WeatherMesh-3☆22Oct 16, 2025Updated 7 months ago
- ☆14Jul 1, 2020Updated 5 years ago
- OceanBench - SSH edition☆22Feb 5, 2024Updated 2 years ago
- [ICCV 2025] Can Generative Geospatial Diffusion Models Excel as Discriminative Geospatial Foundation Models?☆27Sep 16, 2025Updated 8 months ago
- Repository for the new stand-alone GEN_BE capability for WRFDA.☆15Mar 17, 2022Updated 4 years ago
- Official code for "Enabling Uncertainty Estimation in Iterative Neural Networks" (ICML 2024)☆19Jul 8, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Metrics for verifying forecasts☆240Apr 6, 2026Updated last month
- Tools for analysis of climate model data☆17Nov 8, 2024Updated last year
- Intake catalogue for EUREC4A field campaign datasets☆17Mar 29, 2026Updated last month
- A repository with implementations of major papers on Gaussian Process regression models, implemented from scratch in Python, notably incl…☆14Nov 19, 2022Updated 3 years ago
- ☆12Sep 13, 2018Updated 7 years ago
- Introductory course on Deep Learning for Ocean and Atmosphere Dynamics☆10Feb 25, 2026Updated 2 months ago
- Global Superstructure/Workflow supporting the Global, Global Ensemble, and Seasonal Forecast Systems (GFS, GEFS, SFS)☆94Updated this week
- A benchmark for the next generation of data-driven global weather models.☆608Apr 22, 2026Updated 3 weeks ago
- Deep Learning for Cloud Detection in Landsat-8 Data☆11Jan 31, 2018Updated 8 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- MSc Research project (6 months). Data Assimilation using Deep Learning (AEs). Imperial College Machine Learning MSc 2018-19☆44Jan 7, 2021Updated 5 years ago
- Literature and light wrappers for gaussian process models.☆48Jun 26, 2021Updated 4 years ago
- The Generative AOD Adversarial Neural Network (GANN) is a neural network model used for satellite aerosol retrieval.☆10Jan 9, 2024Updated 2 years ago
- Time-critical notification system designed to trigger users' workflows across HPC and Cloud systems☆10May 12, 2025Updated last year
- Pythie is a Python package to postprocess weather forecasts. Presently, it contains the modules: MBM: a module to make member-by-member e…☆11May 2, 2026Updated 2 weeks ago
- Bayesian and Maximum Likelihood Implementation of the Normalizing Flow Network (NFN): https://arxiv.org/abs/1907.08982☆22Dec 10, 2020Updated 5 years ago
- Jatmos is a scalable simulator for atmospheric dynamics, written in JAX.☆38Apr 21, 2025Updated last year