google-research / weatherbenchXLinks
A modular framework for evaluating weather forecasts
☆165Updated this week
Alternatives and similar repositories for weatherbenchX
Users that are interested in weatherbenchX 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…☆248Updated last year
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆116Updated last year
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.☆89Updated this week
- Ai2 Climate Emulator: fast machine learning models for weather and climate prediction☆155Updated this week
- Implementation of the Prithvi WxC Foundation Model and Downstream Tasks☆169Updated 4 months ago
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆159Updated 10 months ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆188Updated 2 weeks ago
- This repository contains the code and data for the paper "Local Off-Grid Weather Forecasting with Multi-Modal Earth Observation Data".☆51Updated 2 months ago
- ☆108Updated last year
- A Python package for tackling diverse environmental prediction tasks with NPs.☆119Updated 2 months ago
- A generative foundation model for the kilometer-scale atmosphere☆88Updated last week
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆40Updated 8 months ago
- ML Datasets Catalog☆59Updated 2 years ago
- Subseasonal forecasting models☆56Updated 10 months ago
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆104Updated 10 months ago
- The repository of the WeatherGenerator project☆96Updated this week
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆277Updated this week
- ☆92Updated last year
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆93Updated 10 months ago
- Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.☆317Updated this week
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆51Updated last week
- ☆60Updated this week
- AtmoRep model code☆46Updated 9 months ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆90Updated 8 months ago
- 🌦️ A catalogue and categorization of AI-based weather forecasting models.☆137Updated 7 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☆64Updated last month
- NeuralGCM's differentiable dycore☆307Updated last week
- Satellite Optical Flow with machine learning models☆63Updated 2 years ago
- ☆67Updated last year
- ☆33Updated this week