Package Insights
Package Risks
- No releases in 1095 days despite active commits
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
69
Adoption
58
Community
45
How the maintenance status was determined
Last commit
8 days ago
Monthly downloads
732,971
•
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
732,971
Stars
2,933
Stars per 1k downloads
4.00
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
21,966
Month daily avg
24,432
Momentum
-10.1%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
>=3.7
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
1103 days ago
Total releases
32
Releases/year
5.6
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
25
Monthly downloads
732,971
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
57
Issue Burden
17.4
per 1k stars
Discussions
4.4
per 1k stars
Fork Ratio
18.4%
contrib / forks
Stale Release
1095d
PR Velocity
Quiet
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
10.0K
Windows
604
macOS
178
Python Versions
3.12
58.6%
6.2K
3.11
19.6%
2.1K
3.10
16.0%
1.7K
3.13
4.5%
478
3.14
1.2%
129
Top Countries
1.
US
6.8K
US
2.
NL
1.4K
NL
3.
SG
611
SG
4.
IE
401
IE
5.
DE
308
DE
6.
CN
176
CN
7.
GB
128
GB
8.
KR
121
KR
9.
TW
104
TW
10.
IN
101
IN
Dependencies
0
No dependencies
Used By
125
- gandlf
- braindecode
- fastestimator-nightly
- geoai-py
- medicalmultitaskmodeling
- clearvoice
- anemoi-training
- ludwig
- birder
- jaen
- hvae-backbone
- biapy
- tsb-ad
- autoembedder
- async-gym-agents
- lightning-module-enhanced
- everyvoice
- mapreader
- adfwi-torch
- clinicadl
- selfclean
- autrainer
- fundus-image-toolbox
- quadra
- seregen
- minerva
- custom-transformer
- sonusai-torchl
- orange3-zh
- quantem
- bioimage-embed
- neuralbench
- pytorchautoforge
- glap-model
- aideml
- audiozen
- bris
- torchsense
- seqmodels
- omniverse
- single-object-detection
- kkpyai
- pytorch-treadmill
- tytorch
- mvector
- dpeeg
- scrapeddit
- assetto-corsa-rl
- winterrb
- basenji2-pytorch
GitHub Topics
Tags from the package's GitHub repository describing what it does.
Package Information
License
MIT
First Release
September 17, 2020
Last Release
3 years ago
Last Commit
1 week ago
Latest Version
1.8.0
Total Releases
32
Contributors
25
Open PRs
6
Archived
No
Author
Tyler Yep @tyleryep
Python Versions
3
3.6
3.7
3.8
3.9
3.10
3.11
Wheels
py3
Keywords
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh