OpenCastKit
Weather forecasting framework
An open-source framework for training and using global weather forecasting models inspired by FourCastNet and GraphCast.
The open-source solutions of FourCastNet and GraphCast
307 stars
6 watching
80 forks
Language: Python
last commit: over 1 year ago
Linked from 1 awesome list
foucastnetweather-forecast
protontypes/open-sustainable-technologyRelated projects:
| Repository | Description | Stars |
|---|---|---|
 openclimatefix/graph_weather | An implementation of a forecasting model using graph neural networks to predict global weather patterns. | 209 |
| openclimatefix/metnet | An implementation of Google Research's MetNet and MetNet-2 weather forecasting models using PyTorch. | 245 |
 openstef/openstef | A package designed to automate machine learning pipelines for short-term energy forecasting using Python. | 94 |
 ecmwf-lab/ai-models | An experimental framework for running AI-based weather forecasting models | 421 |
 ibm/max-weather-forecaster | An API that predicts hourly weather features based on historical data using machine learning models. | 71 |
 meteoswiss/ldcast | A precipitation nowcasting model based on latent diffusion models. | 112 |
 hafs-community/hafs | A software system designed to analyze and forecast hurricanes by coupling advanced numerical weather prediction models with data assimilation techniques | 40 |
| openclimatefix/quartz-frontend | An application for predicting solar electricity generation using machine learning and satellite imagery | 103 |
 aalto-quml/climode | A framework for training and evaluating physics-informed neural ODEs for climate and weather forecasting | 75 |
 dhiriadev/timex | A tool for building time-series forecasting services with minimal user interaction. | 15 |
| openclimatefix/open-source-quartz-solar-forecast | Provides an open-source solar forecast tool using weather prediction models | 71 |
 gis4wrf/gis4wrf | A toolkit to facilitate Advanced Research Weather Forecasting modeling workflows with QGIS pre-processing and visualization capabilities. | 168 |
 amazon-science/earth-forecasting-transformer | An implementation of a deep learning model for predicting weather and climate patterns | 373 |
 noaa-gfdl/pace | An atmospheric model implementation in Python | 15 |
 aistream-peelout/flow-forecast | An open-source deep learning framework for time series forecasting and analysis | 2,080 |