metnet
Weather forecasting model
An implementation of Google Research's MetNet and MetNet-2 weather forecasting models using PyTorch.
PyTorch Implementation of Google Research's MetNet and MetNet-2
242 stars
7 watching
50 forks
Language: Python
last commit: 10 days ago
Linked from 1 awesome list
pytorch
Related projects:
Repository | Description | Stars |
---|---|---|
openclimatefix/graph_weather | An implementation of a forecasting model using graph neural networks to predict global weather patterns. | 197 |
openclimatefix/open-source-quartz-solar-forecast | An open-source project providing solar forecast predictions for individual PV sites, utilizing weather prediction models like GFS or ICON NWP. | 69 |
metno/pyaerocom | Tools for evaluating climate and air quality models using Earth observation data. | 26 |
openclimatedata/pyhector | Provides a Python interface to a simple global climate model | 42 |
openscm/pymagicc | A Python wrapper around a climate model allowing users to simulate and analyze climate change scenarios | 40 |
ncpp/ocgis | A Python package for geospatial manipulation and analysis of climate datasets stored in various formats | 70 |
yaleopenlab/openclimate-demo | Developing an interoperable platform for reconciling climate records from different data sources. | 58 |
noaa-gfdl/pace | An implementation of an atmospheric weather/climate model in Python. | 15 |
openclimatefix/quartz-frontend | An application for predicting solar electricity generation using machine learning and satellite imagery | 103 |
timduly4/pyglow | Provides an interface to upper atmospheric models and indices in Python | 104 |
eliocamp/metr | Tools for easier analysis of meteorological fields | 143 |
ai2cm/pace | An implementation of the FV3GFS / SHiELD atmospheric model in Python | 37 |
meteostat/meteostat-python | Accesses and analyzes historical weather data from various sources | 432 |
ai2cm/ace | An open-source Python implementation of a climate prediction model utilizing learned global atmospheric simulations | 51 |
hfailab/opencastkit | An open-source framework for training and using global weather forecasting models inspired by FourCastNet and GraphCast. | 303 |