PyPI Stats
mathLab

pina-mathlab

Physics-Informed Neural networks for Advanced modeling
PyPI GitHub
Downloads
Day
20
Week
537
Month
3.3K
Stars
739
Forks
100
Issues
24
Version
0.2.6.post2603

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
65
Popularity
60
Adoption
35
Community
50
How the maintenance status was determined
Last commit
127 days ago
Monthly downloads
3,316
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
3,316
Stars
739
Stars per 1k downloads
222.86
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
77
Month daily avg
111
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
Python version support tiers
requires_python
>=3.10
Cutting Edge
Minimum supported version is 3.12 or newer
• Modern
Minimum supported version is 3.9, 3.10, or 3.11
Legacy
Supports 3.8 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
MIT
• 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
66 days ago
Total releases
34
Releases/year
8.2
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
27
Monthly downloads
3,316
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
65
 
Issue Burden
32.5
per 1k stars
Discussions
21.7
per 1k stars
Fork Ratio
27.0%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 4
Windows 2

Python Versions

3.12
66.7% 4
3.13
33.3% 2

Top Countries

1. US US
3
2. GB GB
2
3. SG SG
2
4. CA CA
1

Dependencies

4
15 optional dependencies

Used By

1

Package Information

License
MIT
First Release
March 17, 2022
Last Release
2 months ago
Last Commit
4 months ago
Latest Version
0.2.6.post2603
Total Releases
34
Contributors
27
Open PRs
4
Archived
No
Keywords
machine-learning deep-learning modeling pytorch ode neural-networks differential-equations pde hacktoberfest pinn physics-informed physics-informed-neural-networks neural-operators equation-learning lightining
Topics
physics-informed-neural-networks modeling machine-learning deep-learning python pytorch differential-equations ode pde physics-informed hacktoberfest lightining pinn equation-learning neural-networks neural-operators pytorch-lightning torch-geometric
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links