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GitHub / openclimatefix / graph_weather
PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.07575)
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/openclimatefix%2Fgraph_weather
Stars: 163
Forks: 41
Open Issues: 51
License: mit
Language: Python
Repo Size: 337 KB
Dependencies:
17
Created: over 2 years ago
Updated: about 2 months ago
Last pushed: about 2 months ago
Last synced: about 2 months ago
Commit Stats
Commits: 141
Authors: 9
Mean commits per author: 15.67
Development Distribution Score: 0.596
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/openclimatefix/graph_weather
Topics: forecasting-models, graph-neural-networks, pytorch, weather
Funding links: https://github.com/sponsors/openclimatefix, https://opencollective.com/openclimatefix
Files
Dependencies
- datasets *
- einops *
- h3 *
- huggingface-hub *
- torch *
- torch-geometric *
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