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Title: GitHub - RolnickLab/ClimateSet: A Large-Scale Climate Model Dataset for Machine Learning

Open Graph Title: GitHub - RolnickLab/ClimateSet: A Large-Scale Climate Model Dataset for Machine Learning

X Title: GitHub - RolnickLab/ClimateSet: A Large-Scale Climate Model Dataset for Machine Learning

Description: A Large-Scale Climate Model Dataset for Machine Learning - RolnickLab/ClimateSet

Open Graph Description: A Large-Scale Climate Model Dataset for Machine Learning - RolnickLab/ClimateSet

X Description: A Large-Scale Climate Model Dataset for Machine Learning - RolnickLab/ClimateSet

Opengraph URL: https://github.com/RolnickLab/ClimateSet

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requirements.txthttps://github.com/RolnickLab/ClimateSet/blob/main/requirements.txt
requirements.txthttps://github.com/RolnickLab/ClimateSet/blob/main/requirements.txt
requirements_climax.txthttps://github.com/RolnickLab/ClimateSet/blob/main/requirements_climax.txt
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setup_emulator.shhttps://github.com/RolnickLab/ClimateSet/blob/main/setup_emulator.sh
READMEhttps://github.com/RolnickLab/ClimateSet
GPL-3.0 licensehttps://github.com/RolnickLab/ClimateSet
https://github.com/RolnickLab/ClimateSet#climateset-emulation
Websitehttps://climateset.github.io/
Publication on ArXivhttps://arxiv.org/abs/2311.03721
Core dataset on HuggingFacehttps://huggingface.co/datasets/climateset/climateset
Pre-trained models on HuggingFacehttps://huggingface.co/climateset/causalpaca_models
Readthedocshttps://climateset.readthedocs.io/en/latest/index.html
https://github.com/RolnickLab/ClimateSet#getting-started
https://github.com/RolnickLab/ClimateSet#downloading-the-core-dataset
HuggingFacehttps://huggingface.co/datasets/climateset/causalpaca
https://github.com/RolnickLab/ClimateSet#huggingface
HuggingFacehttps://huggingface.co/datasets/climateset/causalpaca/blob/main/README.md
https://github.com/RolnickLab/ClimateSet#arbutus--drac
https://github.com/RolnickLab/ClimateSet#1-setting-your-dataset-path
https://github.com/RolnickLab/ClimateSet#2-download-the-data-via-bash-script
https://github.com/RolnickLab/ClimateSet#setting-up-the-environment
requirementshttps://github.com/RolnickLab/ClimateSet/blob/main/requirements.txt
requirements_climaxhttps://github.com/RolnickLab/ClimateSet/blob/main/requirements_climax.txt
https://github.com/RolnickLab/ClimateSet#for-climax-download-pre-trained-checkpoints
https://github.com/RolnickLab/ClimateSet#pythonpath
https://github.com/RolnickLab/ClimateSet#running-a-model
logginghttps://github.com/RolnickLab/ClimateSet#logging
https://github.com/RolnickLab/ClimateSet#train-from-scratch
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Install cuda and download torch with cuda enabled for the specific cuda version you downloaded (different for linux/windows users)https://pytorch.org/get-started/locally/
experiment templatehttps://github.com/RolnickLab/ClimateSet/blob/main/emulator/configs/experiment/template.yaml
https://github.com/RolnickLab/ClimateSet#reproducing-experiments
https://github.com/RolnickLab/ClimateSet#single-emulator
https://github.com/RolnickLab/ClimateSet#finetuning
https://github.com/RolnickLab/ClimateSet#superemulator
https://github.com/RolnickLab/ClimateSet#reloading-our-trained-models
https://github.com/RolnickLab/ClimateSet#downloading-pre-trained-checkpoints
HuggingFacehttps://huggingface.co/climateset/causalpaca_models
HuggingFacehttps://huggingface.co/climateset/causalpaca_models/blob/main/README.md
https://github.com/RolnickLab/ClimateSet#running-with-pre-trained-checkpoints
https://github.com/RolnickLab/ClimateSet#reloading-your-own-pre-trained-checkpoints
https://github.com/RolnickLab/ClimateSet#codebase
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ClimateSetEmulator v0.1.0 Latest Aug 13, 2024 https://github.com/RolnickLab/ClimateSet/releases/tag/v0.1.0
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