Monthly downloads
68.7K
Weekly downloads
18.6K
GitHub stars
2.2K
Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
Latest Version
Requires Python
>=3.11
Licence
MIT License
Last Release
1 week ago
First Release
January 31, 2016
Total Releases
92
Python Versions
3.11
3.12
3.13
3.14
No reported malware or high/critical advisories · Details
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
100
Popularity
75
Adoption
78
Community
100
Provenance
100
How the maintenance status was determined
Last commit
7 days ago
Monthly downloads
68,682
•
Active
Activity within 30 days
Stable
Activity within 31-180 days
Minimal
Activity within 181-365 days, or no activity data
At Risk
No activity for > 365 days, but > 10,000 monthly downloads
Archived
Repository flagged as archived on GitHub
How the popularity category was determined
Monthly downloads
68,682
Stars
2,186
Stars per 1k downloads
31.83
Industry Standard
> 10,000,000 monthly downloads
Hidden Gem
< 0.5 stars per 1k downloads and > 100,000 monthly downloads
•
Community Favorite
> 5 stars per 1k downloads
Rising Star
Balanced ratio of stars to downloads
Unknown
Fewer than 1,000 monthly downloads, or no star data
How download momentum is calculated
Week daily avg
2,657
Month daily avg
2,289
Momentum
+16.0%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100More insights and metrics
Python version support tiers
requires_python
>=3.11
Cutting Edge
Minimum supported version is 3.14 or newer
•
Modern
Minimum supported version is 3.11 to 3.13
Legacy
Supports 3.10 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
MIT License
•
Permissive
MIT, Apache, BSD, ISC, Unlicense, CC0, etc.
Copyleft
GPL, LGPL, AGPL, MPL, EPL, etc.
Proprietary
Commercial, all rights reserved, custom EULAs
Unknown
No license specified, or none of the above match
How the release cadence was determined
Last release
7 days ago
Total releases
92
Releases/year
8.6
Rapid
Last release within 365 days and > 12 releases/year
•
Regular
Last release within 365 days
Slow
Last release 366-730 days ago
Stalled
Last release > 730 days ago, or no releases
Unknown
No usable release date available
How contributor risk was determined
Contributors
122
Monthly downloads
68,682
High Load
≤ 2 contributors and ≥ 50,000 monthly downloads
Moderate Load
< 10 contributors and ≥ 500,000 monthly downloads
Low Load
< 25 contributors and ≥ 5,000,000 monthly downloads, or sole maintainer with ≥ 10,000 monthly downloads
•
Balanced
Enough contributors for the package's popularity
Unknown
No contributor data available
Engagement
94
Issue Burden
52.2
per 1k stars
Discussions
11.9
per 1k stars
Fork Ratio
17.1%
contrib / forks
Stale Release
No
PR Velocity
Quiet
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
2.9K
macOS
87
Windows
58
Python Versions
3.13
61.9%
1.9K
3.12
16.9%
507
3.11
10.7%
320
3.14
9.8%
294
3.10
0.7%
20
Top Countries
1.
AU
1.5K
AU
2.
US
1.3K
US
3.
IN
130
IN
4.
GB
77
GB
5.
IE
29
IE
6.
SG
24
SG
7.
HK
18
HK
8.
NL
14
NL
9.
ZA
14
ZA
10.
CN
13
CN
Weekly Downloads
GitHub Stars
Dependencies
19
- deprecation
- geopandas >=0.9
- highspy
- linopy >=0.9.0
- matplotlib
- netcdf4
- networkx >=2
- numpy
- pandas >=3.0
- platformdirs
- plotly
- pyarrow
- pydeck >=0.6
- rapidfuzz >=3.9.0
- scipy
- seaborn
- shapely
- validators
- xarray
43 optional dependencies
-
cairosvg[docs]extra == "docs"
-
cartopy>=0.16[cartopy]extra == "cartopy"
-
cartopy>=0.16[docs]extra == "docs"
-
cloudpathlib[cloudpath]extra == "cloudpath"
-
coverage[test]extra == "test"
-
coverage[dev]extra == "dev"
-
gurobipy[gurobipy]extra == "gurobipy"
-
gurobipy[docs]extra == "docs"
-
jupyter>=1.1.1[dev]extra == "dev"
-
mkdocs-autolinks-plugin[docs]extra == "docs"
-
mkdocs-ezlinks-plugin[docs]extra == "docs"
-
mkdocs-git-revision-date-localized-plugin[docs]extra == "docs"
-
mkdocs-jupyter[docs]extra == "docs"
-
mkdocs-material[docs]extra == "docs"
-
mkdocs-redirects[docs]extra == "docs"
-
mkdocs-table-reader-plugin[docs]extra == "docs"
-
mkdocs-video[docs]extra == "docs"
-
mkdocstrings-python[docs]extra == "docs"
-
mypy[dev]extra == "dev"
-
openpyxl[excel]extra == "excel"
-
openpyxl[docs]extra == "docs"
-
pandapower>=2.14.11[dev]extra == "dev"
-
pillow[docs]extra == "docs"
-
pre-commit[dev]extra == "dev"
-
pypower[dev]extra == "dev"
-
pytest[test]extra == "test"
-
pytest[docs]extra == "docs"
-
pytest[dev]extra == "dev"
-
pytest-cov[dev]extra == "dev"
-
pytest-cov[test]extra == "test"
-
pytest-mpl[test]extra == "test"
-
pytest-mpl[dev]extra == "dev"
-
python-calamine[docs]extra == "docs"
-
python-calamine[excel]extra == "excel"
-
python-dotenv[dotenv]extra == "dotenv"
-
reuse>=5.1.1[dev]extra == "dev"
-
ruff[dev]extra == "dev"
-
salib[docs]extra == "docs"
-
scikit-learn[dev]extra == "dev"
-
tables[hdf5]extra == "hdf5"
-
tsam[tsam]extra == "tsam"
-
tsam[docs]extra == "docs"
-
typing-extensions>=4.14.0[dev]extra == "dev"
Used By
17
- powermcp 1.7K/mo
- esfex 710/mo
- pypsa-to-gems-converter 528/mo
- pypsamcp 367/mo
- pypsa2smspp 333/mo
- ispypsa 323/mo
- etrago 281/mo
- pypsatopo 279/mo
- edisgo 274/mo
- simhandler 257/mo
Repository details
GitHub Topics
Python
Optimisation
Energy System
Power Systems Analysis
Optimal Power Flow
Powerflow
Energy
Energy Systems
Power Flow
Power Systems
Renewable Energy
Electrical Engineering
Capacity Expansion Planning
Clean Energy
Climate Change
Renewables
Electricity
Energy System Model
Energy System Modelling
Modelling Framework
Data and sources
Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh