linopy

cbc cplex glpk gurobi linear-optimisation linear-optimization optimisation optimization python xarray xpress

Score: 22.4723641005085

Last synced: about 5 hours ago
JSON representation

Repository metadata:

Linear optimization with N-D labeled arrays in Python

Host: GitHub
URL: https://github.com/PyPSA/linopy
Owner: PyPSA
License: mit
Created: 2021-03-22T09:08:29.000Z (over 5 years ago)
Default Branch: master
Last Pushed: 2026-08-07T11:45:17.000Z (6 days ago)
Last Synced: 2026-08-09T07:52:56.784Z (4 days ago)
Topics: cbc, cplex, glpk, gurobi, linear-optimisation, linear-optimization, optimisation, optimization, python, xarray, xpress
Language: Python
Homepage: https://linopy.readthedocs.io
Size: 6.9 MB
Stars: 253
Watchers: 6
Forks: 82
Open Issues: 81
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE.txt
- Agents: AGENTS.md
- Claude: CLAUDE.md

Owner metadata:

Name: PyPSA
Login: PyPSA
Email:
Kind: organization
Description: Python for Power System Analysis
Website: www.pypsa.org
Location:
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/32890768?v=4
Repositories: 29
Last Synced at: 2024-03-26T13:25:46.062Z
Profile URL: https://github.com/PyPSA

GitHub Events

Total

Create event: 134
Delete event: 86
Fork event: 14
Issue comment event: 242
Issues event: 73
Member event: 1
Pull request event: 210
Pull request review comment event: 49
Pull request review event: 97
Push event: 595
Release event: 15
Watch event: 46
Total: 1562

Last Year

Create event: 81
Delete event: 56
Fork event: 2
Issue comment event: 100
Issues event: 19
Pull request event: 77
Pull request review comment event: 16
Pull request review event: 29
Push event: 437
Release event: 4
Watch event: 11
Total: 832

Committers metadata

Last synced: 1 day ago

Total Commits: 1,132
Total Committers: 65
Avg Commits per committer: 17.415
Development Distribution Score (DDS): 0.393

Commits in past year: 194
Committers in past year: 26
Avg Commits per committer in past year: 7.462
Development Distribution Score (DDS) in past year: 0.644

Name	Email	Commits
Fabian	f**f@g**e	687
pre-commit-ci[bot]	6****]	81
Felix	1****n	71
Lukas Trippe	l**p@p**e	38
Jonas Hoersch	j**h@c**g	31
Heinz-Alexander Fuetterer	f**h@p**e	25
dependabot[bot]	4****]	24
ulfw	u**e@m**m	19
Fabian Neumann	f**n@o**e	17
Robbie	r**7@g**m	12
Siddharth Krishna	s****a	8
Henning Blunck	m**l@h**e	7
Florian Maurer	m**r@f**e	7
fabulous	f**s@G**x	7
Irieo	i**n@g**m	6
Dan Allford	d**d@b**m	5
Oscar Dowson	o****w	4
pz-max	m**n@e**k	4
Michał Marszal	m**l@i**l	4
Fridolin Glatter	g**r@i**t	4
Felix Hennings	f**x@d**l	4
Daniel Müller	a**r@m**g	4
Bruno Vieira	b**a@f**m	4
Kristijan Faust	k**t@o**g	3
ollie-bell	5****l	3
qheuristics	g**r@g**m	3
CharlieFModo	c**x@m**y	2
Daniel Castro Uriegas	d**s@h**m	2
Daniel Rüdt	1****t	2
Daniele Lerede	d**e@o**g	2
and 35 more...

Issue and Pull Request metadata

Last synced: 1 day ago

Total issues: 184
Total pull requests: 590
Average time to close issues: 3 months
Average time to close pull requests: 9 days
Total issue authors: 75
Total pull request authors: 61
Average comments per issue: 2.07
Average comments per pull request: 1.58
Merged pull request: 448
Bot issues: 0
Bot pull requests: 88

Past year issues: 36
Past year pull requests: 142
Past year average time to close issues: 27 days
Past year average time to close pull requests: 4 days
Past year issue authors: 16
Past year pull request authors: 22
Past year average comments per issue: 1.72
Past year average comments per pull request: 2.22
Past year merged pull request: 68
Past year bot issues: 0
Past year bot pull requests: 18

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/PyPSA/linopy

Top Issue Authors

FabianHofmann (23)
FBumann (18)
fneum (7)
loongmxbt (6)
willu47 (6)
aurelije (6)
apfelix (5)
brynpickering (5)
dannyopts (5)
RobbieKiwi (4)
Cellophil (4)
KanaBaradei (4)
thomgeo (4)
leuchtum (4)
lkstrp (4)

Top Pull Request Authors

FabianHofmann (199)
pre-commit-ci[bot] (68)
FBumann (50)
lkstrp (34)
coroa (20)
dependabot[bot] (19)
RobbieKiwi (19)
siddharth-krishna (16)
afuetterer (15)
KristijanFaust-OET (9)
fneum (9)
leuchtum (8)
ollie-bell (6)
odow (5)
qheuristics (5)

Top Issue Labels

bug (25)
solver interface (8)
enhancement (8)
documentation (6)
model formulation (5)
v1 (3)
performance (2)
discussion (2)
UI (1)
dependencies (1)
question (1)
wontfix (1)
data-model (1)

Top Pull Request Labels

dependencies (19)
enhancement (11)
python (10)
solver interface (5)
github_actions (5)
bug (2)
help wanted (1)
discussion (1)
model formulation (1)

Package metadata

Total packages: 4
Total downloads:
- pypi: 118,321 last-month
- conda: 146,420 total
Total docker downloads: 71
Total dependent packages: 5 (may contain duplicates)
Total dependent repositories: 8 (may contain duplicates)
Total versions: 201
Total maintainers: 2

proxy.golang.org: github.com/pypsa/linopy

Homepage:
Documentation: https://pkg.go.dev/github.com/pypsa/linopy#section-documentation
Licenses: mit
Latest release: v0.9.0 (published 20 days ago)
Last Synced: 2026-08-12T03:01:36.029Z (1 day ago)
Versions: 66
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 4.564%
- Average: 4.718%
- Dependent repos count: 4.871%

proxy.golang.org: github.com/PyPSA/linopy

Homepage:
Documentation: https://pkg.go.dev/github.com/PyPSA/linopy#section-documentation
Licenses: mit
Latest release: v0.9.0 (published 20 days ago)
Last Synced: 2026-08-12T03:01:37.174Z (1 day ago)
Versions: 66
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 4.564%
- Average: 4.718%
- Dependent repos count: 4.871%

pypi.org: linopy

Linear optimization with N-D labeled arrays in Python

Homepage: https://github.com/PyPSA/linopy
Documentation: https://linopy.readthedocs.io/
Licenses: MIT License
Latest release: 0.9.0 (published 20 days ago)
Last Synced: 2026-08-12T03:01:40.787Z (1 day ago)
Versions: 68
Dependent Packages: 4
Dependent Repositories: 7
Downloads: 118,321 Last month
Docker Downloads: 71
Rankings:
- Dependent packages count: 3.273%
- Downloads: 3.714%
- Average: 5.543%
- Dependent repos count: 5.674%
- Stargazers count: 7.353%
- Forks count: 7.699%
Maintainers (2)
- fabhof
- lkstrp

conda-forge.org: linopy

Homepage: https://github.com/PyPSA/linopy
Licenses: MIT
Latest release: 0.0.14 (published almost 4 years ago)
Last Synced: 2026-03-10T17:11:39.809Z (5 months ago)
Versions: 1
Dependent Packages: 1
Dependent Repositories: 1
Downloads: 146,420 Total
Rankings:
- Dependent repos count: 24.083%
- Dependent packages count: 28.909%
- Average: 33.52%
- Stargazers count: 38.692%
- Forks count: 42.396%

Dependencies

.github/workflows/claude.yml actions

actions/checkout v6 composite
anthropics/claude-code-action beta composite

.github/workflows/claude-code-review.yml.bkp actions

actions/checkout v4 composite
anthropics/claude-code-action beta composite

.github/workflows/codeql.yml actions

actions/checkout v6 composite
github/codeql-action/analyze v4 composite
github/codeql-action/init v4 composite

.github/workflows/release.yml actions

actions/checkout v6 composite
actions/download-artifact v8 composite
hynek/build-and-inspect-python-package v2 composite
pypa/gh-action-pypi-publish release/v1 composite
softprops/action-gh-release v2 composite

.github/workflows/test-models.yml actions

actions/cache v5 composite
actions/checkout v6 composite
actions/upload-artifact v7 composite
conda-incubator/setup-miniconda v3 composite

.github/workflows/test.yml actions

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actions/download-artifact v8 composite
actions/setup-python v6 composite
codecov/codecov-action v5 composite
crazy-max/ghaction-chocolatey v4 composite
hynek/build-and-inspect-python-package v2 composite

pyproject.toml pypi

bottleneck *
dask >=0.18.0
deprecation *
numexpr *
numpy <2; python_version <= '3.10'
numpy python_version > '3.10'
packaging *
polars >=1.31.1
scipy *
toolz *
tqdm *
xarray >=2024.2.0

benchmark/environment.yaml conda

cvxpy
gurobi
jupyter
linopy
matplotlib
memory_profiler
ortools-python
pip
pulp
pyomo
python 3.9
seaborn
snakemake

.github/workflows/test-notebooks.yml actions

actions/checkout v7 composite
actions/setup-python v6 composite

.github/workflows/benchmark-smoke.yml actions

actions/checkout v7 composite
actions/setup-python v6 composite

.github/workflows/codspeed.yml actions

CodSpeedHQ/action v4 composite
actions/checkout v7 composite
actions/setup-python v6 composite

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