google-research / weatherbenchXLinks
A modular framework for evaluating weather forecasts
☆115Updated this week
Alternatives and similar repositories for weatherbenchX
Users that are interested in weatherbenchX are comparing it to the libraries listed below
Sorting:
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆114Updated last year
- Ai2 Climate Emulator☆109Updated 2 weeks ago
- A Python package for tackling diverse environmental prediction tasks with NPs.☆115Updated 2 months ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆172Updated last month
- ☆91Updated last year
- Implementation of the Prithvi WxC Foundation Model and Downstream Tasks☆146Updated 2 weeks ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆87Updated 5 months ago
- 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
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.☆58Updated this week
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆45Updated this week
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆157Updated 6 months ago
- A generative foundation model for the kilometer-scale atmosphere☆65Updated last month
- Subseasonal forecasting models☆54Updated 6 months ago
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆249Updated last week
- 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
- ML Datasets Catalog☆58Updated 2 years ago
- Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis☆47Updated this week
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆98Updated 5 months ago
- The repository of the WeatherGenerator project☆64Updated this week
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆30Updated 4 months ago
- ☆46Updated 6 months ago
- ☆55Updated this week
- ☆67Updated last year
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆78Updated 3 months ago
- Satellite Optical Flow with machine learning models☆62Updated last year
- 🌦️ A catalogue and categorization of AI-based weather forecasting models.☆131Updated 2 months ago
- ☆64Updated 4 months ago
- Data access package for the SubseasonalClimateUSA dataset☆34Updated 9 months ago
- AtmoRep model code☆46Updated 4 months ago
- NeuralGCM's differentiable dycore☆290Updated 3 weeks ago