NASA-IMPACT / Prithvi-WxCLinks
Implementation of the Prithvi WxC Foundation Model and Downstream Tasks
☆145Updated 3 months ago
Alternatives and similar repositories for Prithvi-WxC
Users that are interested in Prithvi-WxC are comparing it to the libraries listed below
Sorting:
- A modular framework for evaluating weather forecasts☆111Updated this week
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆236Updated 7 months ago
- Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.☆220Updated this week
- Ai2 Climate Emulator☆105Updated this week
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆155Updated 5 months ago
- This repository contains the code and data for the paper "Multi-Modal Graph Neural Networks for Localized Off-Grid Weather Forecasting".☆40Updated 2 months ago
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆114Updated last year
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆246Updated this week
- A Python package for tackling diverse environmental prediction tasks with NPs.☆115Updated last month
- Research Software for Neural Weather Prediction for Limited Area Modeling☆171Updated 3 weeks ago
- Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch☆218Updated last year
- NeuralGCM's differentiable dycore☆282Updated last week
- ☆62Updated 4 months ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆86Updated 4 months ago
- A generative foundation model for the kilometer-scale atmosphere☆60Updated 2 weeks ago
- ☆83Updated 9 months ago
- ☆67Updated last year
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆42Updated this week
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆98Updated 4 months ago
- Subseasonal forecasting models☆54Updated 5 months ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆75Updated 3 months ago
- ☆44Updated 6 months ago
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.☆57Updated this week
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆93Updated 11 months ago
- A benchmark for the next generation of data-driven global weather models.☆542Updated this week
- Source code for ClimateLearn☆335Updated last year
- ☆91Updated last year
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆39Updated last year
- ☆104Updated 9 months ago
- ☆196Updated 4 months ago