PyPI Stats
cair

tmu

Your project description
PyPI GitHub
Downloads
Day
126
Week
695
Month
3.8K
Stars
168
Forks
33
Issues
25
Version
0.8.3

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
50
Popularity
46
Adoption
35
Community
30
How the maintenance status was determined
Last commit
250 days ago
Monthly downloads
3,790
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
3,790
Stars
168
Stars per 1k downloads
44.33
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
99
Month daily avg
126
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 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
772 days ago
Total releases
39
Releases/year
8.8
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
5
Monthly downloads
3,790
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
47
 
Issue Burden
148.8
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
15.2%
contrib / forks
Stale Release
521d
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 2
Windows 1

Python Versions

3.12
66.7% 2
3.13
33.3% 1

Top Countries

1. DE DE
25
2. GB GB
5
3. US US
3
4. CA CA
1

Dependencies

7
7 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
MIT License
First Release
November 27, 2021
Last Release
2 years ago
Last Commit
8 months ago
Latest Version
0.8.3
Total Releases
39
Contributors
5
Open PRs
4
Archived
No
Wheels
cp310 cp37
Topics
tsetlin-machine convolution regression multi-output pattern-recognition propositional-logic relational-logic cuda gpu incremental autoencoder incremental-computation absorbing-states sparse
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links