PyPI Stats
QMCSoftware

qmcpy

Quasi-Monte Carlo point generators, automatic transformations, and adaptive stopping criteria
PyPI GitHub
Downloads
Day
20
Week
165
Month
1.3K
Stars
82
Forks
22
Issues
38
Version
2.2.1a0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
65
Popularity
40
Adoption
31
Community
75
How the maintenance status was determined
Last commit
110 days ago
Monthly downloads
1,282
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
1,282
Stars
82
Stars per 1k downloads
63.96
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
24
Month daily avg
43
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
>=3.5
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
Not specified
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
Package does not declare a license.
How the release cadence was determined
Last release
34 days ago
Total releases
63
Releases/year
10.7
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
55
Monthly downloads
1,282
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
87
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
250.0%
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 5

Python Versions

3.11
60.0% 3
3.13
20.0% 1
3.9
20.0% 1

Top Countries

1. US US
12
2. CA CA
1

Dependencies

3
67 optional dependencies

Used By

2

Package Information

License
Unknown
First Release
June 10, 2020
Last Release
1 month ago
Last Commit
3 months ago
Latest Version
2.2.1a0
Total Releases
63
Contributors
55
Open PRs
9
Archived
No
Author
Aleksei G Sorokin, Fred Hickernell, Sou-Cheng T. Choi, Jagadeeswaran Rathinavel, Mike McCourt
Python Versions
3
Wheels
cp312 cp313 cp39
Keywords
quasi monte carlo community software cubature numerical integration discrepancy sobol lattice
Topics
quasi-monte-carlo mathematics python monte-carlo stopping-criterion
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links