ClimateLearn

A Python library for accessing state-of-the-art climate data and machine learning models in a standardized, straightforward way.
https://github.com/aditya-grover/climate-learn

Category: Climate Change
Sub Category: Climate Data Access and Visualization

Keywords

climate-change climate-science deep-learning machine-learning

Last synced: about 13 hours ago
JSON representation

Repository metadata

Source code for ClimateLearn

• Host: GitHub
• URL: https://github.com/aditya-grover/climate-learn
• Owner: aditya-grover
• License: mit
• Created: 2022-09-07T07:18:30.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2024-03-16T00:32:13.000Z (about 1 year ago)
• Last Synced: 2025-04-18T21:19:39.130Z (8 days ago)
• Topics: climate-change, climate-science, deep-learning, machine-learning
• Language: Jupyter Notebook
• Homepage:
• Size: 15.5 MB
• Stars: 330
• Watchers: 4
• Forks: 52
• Open Issues: 9
• Releases: 1
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE
  • Citation: CITATION.cff
  • Codeowners: .github/CODEOWNERS

README.md

conda install -c conda-forge xesmf
pip install climate-learn

@article{nguyen2023climatelearn,
  title={ClimateLearn: Benchmarking Machine Learning for Weather and Climate Modeling},
  author={Nguyen, Tung and Jewik, Jason and Bansal, Hritik and Sharma, Prakhar and Grover, Aditya},
  journal={arXiv preprint arXiv:2307.01909},
  year={2023}
}

Citation (CITATION.cff)

# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!

cff-version: 1.2.0
title: "ClimateLearn: Benchmarking Machine Learning for Weather and Climate Modeling"
message: >-
  If you use this software, please cite it using the
  metadata from this file.
type: software
authors:
  - given-names: Tung
    family-names: Nguyen
    email: [email protected]
    affiliation: 'University of California, Los Angeles'
  - given-names: Jason
    family-names: Jewik
    email: [email protected]
    affiliation: 'University of California, Los Angeles'
  - given-names: Hritik
    family-names: Bansal
    email: [email protected]
    affiliation: 'University of California, Los Angeles'
  - given-names: Prakhar
    family-names: Sharma
    email: [email protected]
    affiliation: 'University of California, Los Angeles'
  - given-names: Aditya
    family-names: Grover
    email: [email protected]
    affiliation: 'University of California, Los Angeles'
license: MIT
repository-code: "https://github.com/aditya-grover/climate-learn"

Owner metadata

• Name: Aditya Grover
• Login: aditya-grover
• Email:
• Kind: user
• Description: Assistant Professor of Computer Science at UCLA
• Website: http://aditya-grover.github.io
• Location:
• Twitter:
• Company:
• Icon url: https://avatars.githubusercontent.com/u/9116230?u=66ed6dcb0bc82ec7d8a99c9a654cb6fe328fda33&v=4
• Repositories: 15
• Last ynced at: 2023-08-02T05:33:35.387Z
• Profile URL: https://github.com/aditya-grover

GitHub Events

Total

• Issues event: 1
• Watch event: 29
• Issue comment event: 2
• Pull request event: 2
• Fork event: 4

Last Year

• Issues event: 1
• Watch event: 29
• Issue comment event: 2
• Pull request event: 2
• Fork event: 4

Committers metadata

Last synced: 6 days ago

Committer domains:

• ucla.edu: 2
• wifi-131-179-38-137.host.ucla.edu: 1
• mint1.cs.ucla.edu: 1
• g.ucla.edu: 1
• shashanks-air.lan: 1
• cs.ucla.edu: 1

Issue and Pull Request metadata

Last synced: 1 day ago

Package metadata

• Total packages: 1
• Total downloads:
  • pypi: 242 last-month
• Total dependent packages: 0
• Total dependent repositories: 0
• Total versions: 3
• Total maintainers: 1

Dependencies

Score: 14.209433308617163