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: 3 months 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 |