Prithvi-WxC

Transformer model

A scalable 2D transformer model for predicting weather and climate patterns

Implementation of the Prithvi WxC Foundation Model and Downstream Tasks

114 stars

5 watching

20 forks

Language: Python

last commit: almost 2 years ago

Related projects:

Repository	Description	Stars
nasaharvest/presto	A pre-trained transformer model designed to process and analyze remote sensing timeseries data	200
aazuspan/wxee	A Python interface between Earth Engine and xarray for processing time series data	207
amazon-science/earth-forecasting-transformer	An implementation of a deep learning model for predicting weather and climate patterns	373
deltares/d-ecoimpact	A Python-based software kernel for performing spatial environmental impact assessments using ecological models and knowledge rules.	5
jpeg729/pytorch_bits	An experimental framework for developing and testing deep learning models on time-series prediction tasks	79
rwth-ebc/ebcpy	A Python package for analyzing and optimizing energy systems, buildings, and indoor climate models.	11
chrislemke/sk-transformers	Provides a collection of reusable data transformation tools	10
lucidrains/reformer-pytorch	An implementation of Reformer, an efficient Transformer model for natural language processing tasks.	2,132
awni/speech	A PyTorch implementation of end-to-end speech recognition models.	756
nmileva/starfm4py	A Python implementation of a spatiotemporal image fusion algorithm	133
ai2cm/pace	An implementation of the FV3GFS / SHiELD atmospheric model in Python	37
quishqa/pychemiss	Creates WRF-Chem emission file from spatially and temporally disaggregated local emissions data	29
openclimatefix/metnet	An implementation of Google Research's MetNet and MetNet-2 weather forecasting models using PyTorch.	245
leviswind/pytorch-transformer	Implementation of a transformer-based translation model in PyTorch	240
openscm/pymagicc	A Python wrapper around a climate model allowing users to simulate and analyze climate change scenarios	43