climpred

climate climate-analysis dask forecasting pangeo prediction python s2d s2s xarray

Score: 14.418527320561392

Last synced: about 9 hours ago
JSON representation

Repository metadata:

:earth_americas: Verification of weather and climate forecasts :earth_africa:

Host: GitHub
URL: https://github.com/pangeo-data/climpred
Owner: pangeo-data
License: mit
Created: 2017-09-16T18:11:33.000Z (about 9 years ago)
Default Branch: main
Last Pushed: 2026-09-21T14:25:23.000Z (9 days ago)
Last Synced: 2026-09-25T00:38:17.462Z (5 days ago)
Topics: climate, climate-analysis, dask, forecasting, pangeo, prediction, python, s2d, s2s, xarray
Language: Python
Homepage: https://climpred.readthedocs.io
Size: 59.7 MB
Stars: 259
Watchers: 8
Forks: 46
Open Issues: 12
Metadata Files:
- Readme: README.rst
- Changelog: CHANGELOG.rst
- Contributing: CONTRIBUTING.md
- License: LICENSE.txt
- Code of conduct: CODE_OF_CONDUCT.md
- Citation: CITATION.cff
- Agents: AGENTS.md
- Claude: CLAUDE.md

Owner metadata:

Name: Pangeo
Login: pangeo-data
Email:
Kind: organization
Description: A community effort for big data geoscience
Website: http://pangeo.io
Location: earth
Twitter: pangeo_data
Company:
Icon url: https://avatars.githubusercontent.com/u/23299451?v=4
Repositories: 104
Last Synced at: 2026-09-25T17:58:30.335Z
Profile URL: https://github.com/pangeo-data

GitHub Events

Total

Create event: 18
Delete event: 12
Issue comment event: 41
Issues event: 7
Pull request event: 19
Pull request review comment event: 11
Pull request review event: 12
Push event: 138
Watch event: 18
Total: 276

Last Year

Create event: 12
Delete event: 11
Issue comment event: 33
Issues event: 7
Pull request event: 14
Pull request review comment event: 11
Pull request review event: 9
Push event: 118
Watch event: 3
Total: 218

Committers metadata

Last synced: about 11 hours ago

Total Commits: 1,144
Total Committers: 12
Avg Commits per committer: 95.333
Development Distribution Score (DDS): 0.582

Commits in past year: 166
Committers in past year: 4
Avg Commits per committer in past year: 41.5
Development Distribution Score (DDS) in past year: 0.367

Name	Email	Commits
Riley X. Brady	r**y@c**u	478
Aaron Spring	a****g	416
Trevor James Smith	1****e	114
pre-commit-ci[bot]	6****]	41
dependabot[bot]	4****]	33
AS	a**g@m**e	33
ahuang11	a**1@i**u	14
Ray Bell	r**0@g**m	4
Anderson Banihirwe	a**e@u**u	4
Kathy Pegion	k**n@g**u	4
Mathias Hauser	m****e	2
Trevor	c**s@g**m	1

Issue and Pull Request metadata

Last synced: about 11 hours ago

Total issues: 370
Total pull requests: 562
Average time to close issues: 4 months
Average time to close pull requests: 11 days
Total issue authors: 25
Total pull request authors: 12
Average comments per issue: 3.36
Average comments per pull request: 3.46
Merged pull request: 454
Bot issues: 4
Bot pull requests: 80

Past year issues: 16
Past year pull requests: 43
Past year average time to close issues: 23 days
Past year average time to close pull requests: 11 days
Past year issue authors: 3
Past year pull request authors: 5
Past year average comments per issue: 2.44
Past year average comments per pull request: 2.4
Past year merged pull request: 34
Past year bot issues: 0
Past year bot pull requests: 6

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/pangeo-data/climpred

Top Issue Authors

aaronspring (180)
bradyrx (127)
ahuang11 (25)
Zeitsperre (6)
github-actions[bot] (4)
gmacgilchrist (3)
raybellwaves (3)
judithberner (2)
dougiesquire (2)
miniufo (2)
zmli-666 (2)
lukelbd (1)
brianpm (1)
andersy005 (1)
abkfenris (1)

Top Pull Request Authors

aaronspring (292)
bradyrx (143)
dependabot[bot] (46)
pre-commit-ci[bot] (34)
Zeitsperre (20)
ahuang11 (9)
raybellwaves (5)
Copilot (4)
andersy005 (4)
mathause (2)
kpegion (2)
threexc (1)

Top Issue Labels

feature request (78)
bug (61)
infrastructure (57)
help wanted (46)
low priority (45)
cleanup (39)
documentation (39)
high priority (21)
question (20)
good first issue (18)
ASP Projects (12)
usability (11)
performance (8)
CI (5)
testing (5)
visualization (4)
versioning (3)
software engineering (3)
example (2)
dependencies (1)

Top Pull Request Labels

cleanup (57)
dependencies (55)
feature request (54)
github_actions (37)
bug (36)
documentation (34)
infrastructure (32)
versioning (22)
testing (18)
don't merge (18)
high priority (16)
CI (11)
low priority (11)
usability (9)
example (5)
performance (4)
run-benchmark (3)
visualization (2)
software engineering (2)
help wanted (1)
ASP Projects (1)

Package metadata

Total packages: 3
Total downloads:
- pypi: 528 last-month
Total docker downloads: 11
Total dependent packages: 3 (may contain duplicates)
Total dependent repositories: 16 (may contain duplicates)
Total versions: 51
Total maintainers: 3

proxy.golang.org: github.com/pangeo-data/climpred

Homepage:
Documentation: https://pkg.go.dev/github.com/pangeo-data/climpred#section-documentation
Licenses: mit
Latest release: v2.6.0+incompatible (published 7 months ago)
Last Synced: 2026-09-29T16:31:03.754Z (about 11 hours ago)
Versions: 18
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 5.395%
- Average: 5.576%
- Dependent repos count: 5.758%

pypi.org: climpred

"""Verification of weather and climate forecasts and prediction."""

Homepage: https://climpred.readthedocs.io/en/stable/
Documentation: https://climpred.readthedocs.io/
Licenses: MIT
Latest release: 2.6.0 (published 7 months ago)
Last Synced: 2026-09-29T16:31:01.990Z (about 11 hours ago)
Versions: 19
Dependent Packages: 1
Dependent Repositories: 2
Downloads: 528 Last month
Docker Downloads: 11
Rankings:
- Dependent packages count: 3.242%
- Docker downloads count: 3.629%
- Stargazers count: 4.761%
- Forks count: 6.059%
- Average: 6.461%
- Downloads: 9.28%
- Dependent repos count: 11.793%
Maintainers (3)

conda-forge.org: climpred

Homepage: http://github.com/pangeo-data/climpred
Licenses: MIT
Latest release: 2.2.0 (published almost 5 years ago)
Last Synced: 2026-04-03T09:37:52.008Z (6 months ago)
Versions: 14
Dependent Packages: 2
Dependent Repositories: 14
Rankings:
- Dependent repos count: 9.349%
- Dependent packages count: 19.581%
- Average: 21.023%
- Stargazers count: 26.808%
- Forks count: 28.355%

Dependencies

.github/workflows/publish-production-pypi.yml actions

actions/checkout v4 composite
actions/setup-python v5 composite
pypa/gh-action-pypi-publish release/v1 composite

.github/workflows/publish-staging-testpypi.yml actions

actions/checkout v4 composite
actions/setup-python v5 composite
pypa/gh-action-pypi-publish release/v1 composite
softprops/action-gh-release v2 composite

requirements_upstream.txt pypi

.github/workflows/benchmarks.yml actions

actions/checkout v3 composite
actions/upload-artifact v3 composite
conda-incubator/setup-miniconda v2 composite

.github/workflows/upstream-dev-ci.yml actions

actions/checkout v3 composite
actions/download-artifact v3 composite
actions/github-script v6 composite
actions/setup-python v4 composite
actions/upload-artifact v3 composite
mamba-org/provision-with-micromamba f347426e5745fe3dfc13ec5baf20496990d0281f composite
xarray-contrib/ci-trigger v1.2 composite

.binder/environment.yml conda

bias_correction >=0.4
cf_xarray >=0.6.0
cftime >=1.5.0
dask-core >=2021.10.0
esmpy
esmtools >=1.1.3
matplotlib-base
nc-time-axis >=1.4.0
netcdf4
pip
pydap
python >=3.9
toolz
xarray >=0.19.0
xclim !=0.30.0
xesmf
xrft
xskillscore >=0.0.20

pyproject.toml pypi

.github/workflows/testing.yml actions

actions/checkout 9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0 composite
actions/setup-python ece7cb06caefa5fff74198d8649806c4678c61a1 composite
codecov/codecov-action fb8b3582c8e4def4969c97caa2f19720cb33a72f composite
mamba-org/setup-micromamba d7c9bd84e824b79d2af72a2d4196c7f4300d3476 composite
xarray-contrib/ci-trigger 10cd2bfec3484946a4058a421ddf9cfad101e715 composite

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