anna-allen / aardvark-weather-publicLinks
☆142Updated 2 months ago
Alternatives and similar repositories for aardvark-weather-public
Users that are interested in aardvark-weather-public are comparing it to the libraries listed below
Sorting:
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆239Updated 8 months ago
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆250Updated last week
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.☆61Updated this week
- A modular framework for evaluating weather forecasts☆117Updated this week
- Ai2 Climate Emulator☆112Updated 3 weeks ago
- ☆46Updated 7 months ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆87Updated 5 months ago
- The repository of the WeatherGenerator project☆65Updated this week
- A generative foundation model for the kilometer-scale atmosphere☆66Updated last week
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆114Updated last year
- Research Software for Neural Weather Prediction for Limited Area Modeling☆173Updated last month
- Implementation of the Prithvi WxC Foundation Model and Downstream Tasks☆146Updated 3 weeks ago
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆157Updated 6 months ago
- A Python package for tackling diverse environmental prediction tasks with NPs.☆115Updated 2 months ago
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆100Updated 5 months ago
- ☆85Updated 10 months ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆79Updated 3 months ago
- ☆65Updated 4 months ago
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆45Updated this week
- DeepR: Deep Reanalysis☆26Updated last year
- This repository contains the code and data for the paper "Multi-Modal Graph Neural Networks for Localized Off-Grid Weather Forecasting".☆40Updated 3 months ago
- Data access package for the SubseasonalClimateUSA dataset☆34Updated 9 months ago
- Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis☆51Updated last week
- A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆282Updated last month
- ☆55Updated this week
- Python tools to work with weather and climate data☆121Updated last week
- Uncertainty quantification for data-driven weather models.☆14Updated 4 months ago
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆30Updated 4 months ago
- Benchmarking of weather forecasts based on station observations☆78Updated last month
- Diffusion for climate downscaling☆66Updated last year