OpenCastKit
by HFAiLab
The open-source solutions of FourCastNet and GraphCast
AI summary
Weather forecasting framework
An open-source framework for training and using global weather forecasting models inspired by FourCastNet and GraphCast.
- stars
- 307
- forks
- 80
- watching
- 6
- awesome list
- 1
Similar projects
Found by comparing what the projects do, not just their names.
Weather forecaster
An implementation of a forecasting model using graph neural networks to predict global weather patterns.
Weather forecasting model
An implementation of Google Research's MetNet and MetNet-2 weather forecasting models using PyTorch.
forecasting tool
A package designed to automate machine learning pipelines for short-term energy forecasting using Python.
Weather forecasting framework
An experimental framework for running AI-based weather forecasting models
Weather forecaster
An API that predicts hourly weather features based on historical data using machine learning models.
Precipitation forecaster
A precipitation nowcasting model based on latent diffusion models.
Hurricane forecasting tool
A software system designed to analyze and forecast hurricanes by coupling advanced numerical weather prediction models with data assimilation techniques
Solar forecast app
An application for predicting solar electricity generation using machine learning and satellite imagery
Climate forecasting framework
A framework for training and evaluating physics-informed neural ODEs for climate and weather forecasting
Forecasting service
A tool for building time-series forecasting services with minimal user interaction.
Solar Forecaster
Provides an open-source solar forecast tool using weather prediction models
WRF toolkit
A toolkit to facilitate Advanced Research Weather Forecasting modeling workflows with QGIS pre-processing and visualization capabilities.
Weather forecasting model
An implementation of a deep learning model for predicting weather and climate patterns
Atmospheric Model
An atmospheric model implementation in Python
TS Framework
An open-source deep learning framework for time series forecasting and analysis
Featured in 1 awesome list
Each link jumps to the spot where the list mentions OpenCastKit.
