Use Deep Learning in Data Assimilation
☆66Jan 12, 2025Updated last year
Alternatives and similar repositories for torchda
Users that are interested in torchda are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.☆16Nov 18, 2025Updated 9 months ago
- Code repository for paper: A score-based filter for nonlinear data assimilation☆15Nov 5, 2024Updated last year
- PyDA: A hands-on introduction to dynamical data assimilation with Python☆79Nov 29, 2020Updated 5 years ago
- Python codes for studying predictability and data assimlation with a surface quasi-geostrophic turbulence model☆40May 15, 2026Updated 3 months ago
- ☆43Jun 29, 2025Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Code repository for paper: An ensemble score filter for tracking high-dimensional nonlinear dynamical systems☆21Nov 5, 2024Updated last year
- Data Assimilation Research Testbed☆261Updated this week
- EnKF for Lorenz 96 model☆21Jan 2, 2024Updated 2 years ago
- MeteoSwiss version of The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.☆15Jul 14, 2026Updated last month
- Neural Galerkin☆17Oct 25, 2023Updated 2 years ago
- A toolbox for Sequential Bayesian Inference in uncertain nonlinear dynamic systems.☆18Apr 22, 2024Updated 2 years ago
- ☆17Nov 3, 2024Updated last year
- Automatically exported from code.google.com/p/miyoshi☆44Feb 20, 2026Updated 5 months ago
- Tutorials on data assimilation (DA) and the EnKF☆189Dec 5, 2025Updated 8 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Code for the paper "Auto differentiable Ensemble Kalman Filters" (https://arxiv.org/abs/2107.07687), accepted for publication in SIAM Jou…☆36May 9, 2022Updated 4 years ago
- This repo is forked from ufs-weather-model, and contains the model code and external links needed to build the UFS coastal model executab…☆13Updated this week
- Google Collab Notebooks for the UNIL Spring 2022 course on ML for Earth and Environmental Sciences☆13Aug 18, 2022Updated 4 years ago
- Data Assimilation with Python: a Package for Experimental Research☆415Jun 26, 2026Updated last month
- ☆10Aug 9, 2022Updated 4 years ago
- Global Ocean Emulator☆24Mar 17, 2025Updated last year
- ☆15Apr 29, 2026Updated 3 months ago
- post-processing experiments with neural networks☆63Nov 23, 2021Updated 4 years ago
- AtmoRep model code☆44Mar 10, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Météo-France's AI Python package☆63Updated this week
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆78Updated this week
- Python library for processing ensemble weather forecasts☆25May 29, 2025Updated last year
- Fortran Statistics and Machine Learning Library☆25Jul 29, 2026Updated 2 weeks ago
- Latent diffusion for generative precipitation nowcasting☆146Jul 10, 2023Updated 3 years ago
- R&D Python package for processing ICON data with xarray☆10Jul 26, 2023Updated 3 years ago
- Analysis satellite images of typhoons in deep-learning (CNN).☆30Mar 10, 2018Updated 8 years ago
- ☆23Jun 22, 2026Updated last month
- ☆24Feb 5, 2026Updated 6 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- NERSC Ensemble Data Assimilation System☆19Aug 11, 2026Updated last week
- A python package for computing zonal mean and related atmospheric diagnostics☆17Sep 27, 2023Updated 2 years ago
- An application to convert NetCDF files to the Little-R format. The Little-R format is the accepted input format for the WRF data assimila…☆23Jun 13, 2018Updated 8 years ago
- A repository containing consolidated training materials for Py-ART☆12Sep 30, 2021Updated 4 years ago
- Simple examples of data pipelines from xarray to ML training☆22Dec 19, 2019Updated 6 years ago
- NCAR MILES Community Research Earth Digital Intelligence Twin (CREDIT): research platform for ML Earth system prediction models.☆94Updated this week
- A modular framework for evaluating weather forecasts☆237Updated this week