Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
Package Insights
Package Risks
- No releases in 207 days despite active commits
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
64
Adoption
82
Community
90
Provenance
0
How the maintenance status was determined
Last commit
6 days ago
Monthly downloads
16,426
•
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
16,426
Stars
686
Stars per 1k downloads
41.76
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
731
Month daily avg
548
Momentum
+33.6%
((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
213 days ago
Total releases
10
Releases/year
0.8
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
52
Monthly downloads
16,426
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
75
Issue Burden
227.4
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
17.6%
contrib / forks
Stale Release
207d
PR Velocity
Active
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
263
Windows
19
macOS
5
Python Versions
3.12
69.3%
194
3.10
11.1%
31
3.13
10.4%
29
3.11
7.5%
21
3.14
1.8%
5
Top Countries
1.
US
238
US
2.
KR
11
KR
3.
ID
9
ID
4.
SG
9
SG
5.
CN
8
CN
6.
HK
6
HK
7.
NG
5
NG
8.
CA
3
CA
9.
IE
2
IE
10.
TR
2
TR
Weekly Downloads
GitHub Stars *
Dependencies
8
- discretize >=0.12
- geoana >=0.8.1
- libdlf
- matplotlib
- numpy >=1.22
- pymatsolver >=0.3
- scipy >=1.12
-
typing-extensions
python_version < "3.13"
34 optional dependencies
-
black==24.3.0[style]extra == "style"
-
choclo>=0.3.0[choclo]extra == "choclo"
-
dask[dask]extra == "dask"
-
empymod>=2.0.0[docs]extra == "docs"
-
flake8==7.0.0[style]extra == "style"
-
flake8-bugbear==23.12.2[style]extra == "style"
-
flake8-builtins==2.2.0[style]extra == "style"
-
flake8-docstrings==1.7.0[style]extra == "style"
-
flake8-mutable==1.2.0[style]extra == "style"
-
flake8-pyproject==1.2.3[style]extra == "style"
-
flake8-rst-docstrings==0.3.0[style]extra == "style"
-
fsspec>=0.3.3[dask]extra == "dask"
-
memory-profiler[docs]extra == "docs"
-
nbsphinx[docs]extra == "docs"
-
numpydoc[docs]extra == "docs"
-
pandas[pandas]extra == "pandas"
-
pillow[docs]extra == "docs"
-
plotly[plotting]extra == "plotting"
-
pydata-sphinx-theme[docs]extra == "docs"
-
pytest[tests]extra == "tests"
-
pytest-cov[tests]extra == "tests"
-
python-kaleido[docs]extra == "docs"
-
scikit-learn>=1.2[sklearn]extra == "sklearn"
-
scooby[reporting]extra == "reporting"
-
simpeg[tests]extra == "tests"
-
simpeg[all]extra == "all"
-
simpeg[dev]extra == "dev"
-
sphinx[docs]extra == "docs"
-
sphinx-design[docs]extra == "docs"
-
sphinx-gallery>=0.1.13[docs]extra == "docs"
-
sphinx-reredirects[docs]extra == "docs"
-
sphinxcontrib-apidoc[docs]extra == "docs"
-
sympy[docs]extra == "docs"
-
zarr[dask]extra == "dask"
Used By
7
- mtpy-v2 3.4K/mo
- integrate-module 1.9K/mo
- pygmi 754/mo
- em-examples 577/mo
- emrecharge 343/mo
- georesistpy 155/mo
- wabi 77/mo
Repository details
GitHub Topics
Python
Finite Volume
Geophysics
Inversion
Linear Algebra
Partial Differential Equations
Optimization
Geoscience
Modelling
Simulation
Electromagnetics
Magnetotellurics
Direct Current Resistivity
Induced Polarization
Richards Equation
Open Science
Modeling
Scientific Computing
Inverse Problems
Multiphysics
Data and sources
Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Keywords