climate-emulator-tutorial

A tutorial for getting started with machine learning for climate modeling.
https://github.com/blutjens/climate-emulator-tutorial

Category: Sustainable Development
Sub Category: Education

Last synced: about 23 hours ago
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Repository metadata

A tutorial for getting started with machine learning for climate modeling

• Host: GitHub
• URL: https://github.com/blutjens/climate-emulator-tutorial
• Owner: blutjens
• License: mit
• Created: 2022-09-30T19:18:09.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2024-02-06T18:50:24.000Z (about 1 year ago)
• Last Synced: 2025-04-17T20:38:09.104Z (10 days ago)
• Language: Jupyter Notebook
• Size: 37.4 MB
• Stars: 12
• Watchers: 3
• Forks: 3
• Open Issues: 0
• Releases: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

README.md

git clone [email protected]:blutjens/climate-emulator-tutorial.git
cd climate-emulator-tutorial
conda create --name emcli
conda activate emcli
conda install pip
pip install -r requirements.txt
pip install -e .
ipython kernel install --user --name=emcli # Link conda environment to jupyter notebook

jupyter notebook climate_emulator_tutorial.ipynb

# Explore demo online at
https://climate-emulator-tutorial.streamlit.app/
# Develop demo locally with
conda activate emcli
streamlit run run_climate_pocket_webapp.py

@misc{lutjens23climatetutorial,
    author = {Lütjens, Björn and Hadzic, Lea M. and Newman, Dava and Veillette, Mark},
    publisher = {AGU23 Fall Meeting},
    title={The Climate Pocket: Tutorial on Building Fast Emulators in Climate Modeling},
    year={2023},
    url={https://agu.confex.com/agu/fm23/meetingapp.cgi/Paper/1304372}
}

Owner metadata

• Name: Björn Lütjens (he/him)
• Login: blutjens
• Email:
• Kind: user
• Description: Postdoctoral Associate in tackling climate change with AI @ MIT. Project overview at https://blutjens.github.io/
• Website: https://blutjens.github.io/
• Location:
• Twitter: bjornlutjens
• Company: MIT
• Icon url: https://avatars.githubusercontent.com/u/29470205?u=833fd5c99dba0ae08ddd8184bafbcd7a3359af64&v=4
• Repositories: 31
• Last ynced at: 2024-06-11T15:40:49.715Z
• Profile URL: https://github.com/blutjens

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Last synced: 6 days ago

Committer domains:

• ll.mit.edu: 1

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Last synced: 2 days ago

Dependencies

Score: 3.58351893845611