leap-stc/ClimSim

View on GitHub

An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.

Stars: 164
Forks: 54
Open beginner issues: 0
Indexed issues: 24

Dominant language: Jupyter Notebook
License: Apache-2.0
Last GitHub push: Feb 3, 2025
Latest indexed: Sep 18, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed
PR merge metrics: No merged PRs in 30d

Beginner friendly Everything

Open All

24 open issues indexed

Issue on page /README.html Open

Difficulty 2/5 1-3 hours Newbie friendliness 52/100

leap-stc/ClimSim#105 · Opened Sep 2, 2025
Replicating Hu et al. data generation / preprocessing should be easier Open

Difficulty 5/5 Over a week Newbie friendliness 30/100

leap-stc/ClimSim#103 · 2 comments · 1 reaction · Opened Jan 17, 2025
Add pre-commit linting to the CI Open

Difficulty 3/5 1-2 days Newbie friendliness 38/100

leap-stc/ClimSim#90 · Opened Apr 15, 2024
Converting repository to use `black` and `isort` Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

leap-stc/ClimSim#80 · 1 comment · Opened Feb 20, 2024
Get quickstart to download straight from HuggingFace Open

Difficulty 3/5 1-2 days Newbie friendliness 48/100

leap-stc/ClimSim#72 · 2 comments · Opened Dec 22, 2023
Migrate repo to modern machine learning benchmarking standards Open

Difficulty 5/5 Over a week Newbie friendliness 30/100

leap-stc/ClimSim#65 · 1 reaction · Opened Oct 27, 2023
Sections for community, license, and reference Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

leap-stc/ClimSim#63 · Opened Aug 28, 2023
Replace environment files with more lightweight versions Open

Difficulty 4/5 3-5 days Newbie friendliness 30/100

leap-stc/ClimSim#61 · 1 reaction · Opened Aug 25, 2023
Update paper link Open

leap-stc/ClimSim#56 · 1 assignee · Opened Aug 22, 2023
Add quickstart notebook to website Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

leap-stc/ClimSim#55 · 3 comments · Opened Aug 22, 2023
Add a examples on how to identify the spatially adjacent grid columns from the simulator’s unstructured mesh. Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 35/100

leap-stc/ClimSim#52 · Opened Aug 22, 2023
Test QuickStart Open

leap-stc/ClimSim#45 · 4 comments · 2 assignees · Opened Aug 21, 2023
Add a page for "Instructions on how to generate more data with the help of the simulation code" Open

documentation

Difficulty 4/5 3-5 days Newbie friendliness 35/100

leap-stc/ClimSim#42 · Opened Aug 21, 2023
Add a page for "a brief guideline: downstream integration" Open

documentation

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

leap-stc/ClimSim#41 · Opened Aug 21, 2023
High-res zarr products - build tracking thread Open

leap-stc/ClimSim#38 · 7 comments · 3 reactions · 1 assignee · Opened Aug 18, 2023
Need spectral metrics (akin to Mooers et al. 2020) Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

leap-stc/ClimSim#35 · 1 comment · 1 reaction · Opened Aug 18, 2023
Add notebook automated testing Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

leap-stc/ClimSim#33 · Opened Aug 18, 2023
API Reference Open

website

leap-stc/ClimSim#29 · 1 comment · 1 assignee · Opened Aug 18, 2023
Clean up demo notebooks Open

documentation website

Difficulty 4/5 3-5 days Newbie friendliness 30/100

leap-stc/ClimSim#27 · 1 comment · Opened Aug 18, 2023
Possibly replace tensorflow usage in `data_utils` with lighter-weight tool Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 35/100

leap-stc/ClimSim#26 · 1 comment · Opened Aug 18, 2023
Clarify dependency "story" and installation procedure Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

leap-stc/ClimSim#25 · 3 comments · Opened Aug 18, 2023
Increase unit test coverage of `data_utils` to > 95% Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

leap-stc/ClimSim#24 · Opened Aug 18, 2023
Complete `evaluation` notebooks (and cleanup `evaluation` directory) Open

leap-stc/ClimSim#21 · 1 comment · 1 assignee · Opened Aug 18, 2023
Refactor `climsim_utils.data_utils` into `preprocessing` and `evaluation` Open

enhancement

leap-stc/ClimSim#17 · 1 comment · 1 assignee · Opened Aug 17, 2023

leap-stc/ClimSim

Get new issues in your inbox