Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.
☆16Nov 18, 2025Updated 7 months ago
Alternatives and similar repositories for torch-assimilate
Users that are interested in torch-assimilate are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official PyTorch implementation of "Self-Attentive Ensemble Transformer: Representing Ensemble Interactions in Neural Networks for Earth …☆14Sep 28, 2022Updated 3 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…☆12Jun 4, 2026Updated 2 weeks ago
- Use Deep Learning in Data Assimilation☆63Jan 12, 2025Updated last year
- A dataset plugin for climetlab for the dataset maelstrom-a1☆12Oct 25, 2023Updated 2 years ago
- Satellite labelling tool for manual labelling of storm top features such as overshooting tops, above-anvil plumes, cold U/Vs, rings etc.☆14Sep 30, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- OCSMesh is a mesh preparation tool for coastal ocean modeling applications.☆29May 14, 2026Updated last month
- Matching A-train Calipso/Cloudsat products with AVHRR/VIIRS/MODIS readiances and products☆11Mar 24, 2026Updated 2 months ago
- ICLR 2021 Submission☆11Nov 15, 2020Updated 5 years ago
- Uses machine learning to predict convective initiation and decay from satellite data.☆28Jun 7, 2023Updated 3 years ago
- Data Assimilation Research Testbed☆252Jun 12, 2026Updated last week
- A Collection of Flood Hazard Layers for New York City.☆12Nov 21, 2023Updated 2 years ago
- A Python package for handling Landsat data from EarthExplorer with xarray☆26Jun 8, 2026Updated last week
- A Python Package for Probabilistic Prediction☆22Apr 18, 2021Updated 5 years ago
- Solution to the Weather4cast 2021 Stage 1 challenge☆15Nov 8, 2021Updated 4 years 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.
- Transparent parallel 3D rendering for display walls and Google Liquid Galaxy☆19Aug 26, 2012Updated 13 years ago
- Repository of the lecture material for the 3rd Latin American Introductory School on Parallel Programming and Parallel Architecture for H…☆13Sep 15, 2023Updated 2 years ago
- Python library for processing ensemble weather forecasts☆25May 29, 2025Updated last year
- A spherical CNN for weather forecasting☆74Dec 6, 2022Updated 3 years ago
- Describe zarr stores from the command line☆33Feb 15, 2026Updated 4 months ago
- Visualizing data to better monitor issues around food security☆14Nov 28, 2024Updated last year
- NCL colormaps in Python☆12Nov 12, 2018Updated 7 years ago
- Solving Inverse Physics Problems with Score Matching☆34Dec 4, 2023Updated 2 years ago
- A Python package for netCDF analysis and post-processing☆83Jun 5, 2026Updated 2 weeks ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- VTK用户使用指南中文文档翻译，第11版☆11Mar 23, 2019Updated 7 years ago
- Correct drone, aerial and satellite imagery to surface reflectance.☆27Jun 8, 2026Updated last week
- Naive XML & JSON Bindings for python attrs!☆17Apr 1, 2026Updated 2 months ago
- Python code for implementing the 4DEnVar Data Assimilation method and examples of use☆14Mar 13, 2026Updated 3 months ago
- Report various statistics stemming from a confusion matrix in a tidy fashion. 🎯☆12Jul 10, 2020Updated 5 years ago
- Tools for deep learning and ensemble forecasting☆13Nov 24, 2018Updated 7 years ago
- Data Assimilation for Free Surface Flows : Shallow-Water like systems for river networks and floodplains.☆15May 31, 2026Updated 2 weeks ago
- Python implementation of the Muskingum-Cunge routing model☆15Jul 29, 2024Updated last year
- A concise ADIOS2 tutorial enabling a full in-situ visualization workflow☆11Jul 31, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A python library to extract topographical features from elevation data.☆25Jan 15, 2024Updated 2 years ago
- Cut cross sections from a DEM and linestring network☆13Jan 22, 2025Updated last year
- FengQing is a data-driven model for medium-range weather forecasting jointly developed by the China Meteorological Administration and Sch…☆18Feb 24, 2025Updated last year
- Interactive Continual Semantic Segmentation☆12Apr 13, 2022Updated 4 years ago
- Sound field reconstruction using neural processes with dynamic kernels☆16Mar 25, 2025Updated last year
- Implementation of 'Vocos: Closing the gap between time-domain and Fourier-based neural vocoders for high-quality audio synthesis', in MLX☆24Oct 30, 2024Updated last year
- Calculates the DCT at different frequencies in 2D☆15Nov 4, 2018Updated 7 years ago