earth-forecasting-transformer

Weather forecasting model

An implementation of a deep learning model for predicting weather and climate patterns

Official implementation of Earthformer

GitHub
367 stars
12 watching
61 forks
Language: Jupyter Notebook
last commit: over 1 year ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
ibm/max-weather-forecaster An API that predicts hourly weather features based on historical data using machine learning models. 70
darothen/ai-models-for-all An application that enables users to generate weather forecasts using pre-trained AI models and cloud storage. 108
google-research/weatherbench2 A benchmark framework for evaluating and comparing data-driven global weather models. 444
microsoft/aurora A framework for predicting atmospheric variables using machine learning 241
ufs-community/ufs-weather-model Develops numerical weather prediction models using the Unified Forecast System 141
ecmwf-lab/ai-models An experimental framework for running AI-based weather forecasting models 402
meteoswiss/ldcast A precipitation nowcasting model based on latent diffusion models. 110
pangeo-data/climpred Verification and analysis of weather and climate forecasts using Python. 234
nvidia/earth2studio A Python-based framework for building and deploying AI-driven weather and climate workflows 98
nasa-impact/prithvi-wxc A scalable 2D transformer model for predicting weather and climate patterns 103
eccc-astd-mrd/gem A numerical weather prediction system for forecasting atmospheric conditions 19
google-research/neuralgcm A hybrid model combining machine learning and physics to simulate weather and climate phenomena 673
microsoft/climax A foundation model for simulating weather and climate phenomena 612
wizaron/deep-forecast-pytorch A deep learning-based framework for predicting wind speeds using LSTM networks in PyTorch. 177
google/weather-tools Tools to simplify data ingestion and processing from weather APIs 216