Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
4
Popularity
75
Adoption
70
Community
50
How the maintenance status was determined
Last commit
1554 days ago
Monthly downloads
4,064,848
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
Repository is archived on GitHub — no further commits expected.
How the popularity category was determined
Monthly downloads
4,064,848
Stars
1,997
Stars per 1k downloads
0.49
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
127,127
Month daily avg
135,495
Momentum
-6.2%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
Not specified
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
Package does not declare a minimum Python version.
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
2549 days ago
Total releases
8
Releases/year
1.0
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
19
Monthly downloads
4,064,848
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
30.5
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
2.1%
contrib / forks
Stale Release
994d
PR Velocity
Quiet
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
110.0K
Windows
230
macOS
33
Python Versions
3.7
96.6%
105.5K
3.11
1.8%
2.0K
3.6
0.7%
804
3.12
0.6%
631
2.7
0.3%
305
Top Countries
1.
US
95.0K
US
2.
DE
13.7K
DE
3.
IE
292
IE
4.
SG
200
SG
5.
IN
155
IN
6.
BR
144
BR
7.
JP
141
JP
8.
CN
134
CN
9.
NL
98
NL
10.
GB
79
GB
Dependencies
2
4 optional dependencies
- pytest[tests]
- pytest-cov[tests]
- pytest-pep8[tests]
- pytest-xdist[tests]
Used By
28
- image-classifiers
- segmentation-models
- entity-embeddings-categorical
- tensorflow-directml
- singularitytechnologies-easymodelskeras
- face-detector
- aucmedi
- fancy-nlp
- miscan
- multimodal-keras-wrapper
- deepaugment
- keras-mxnet
- scivae
- visualdata
- ntap
- backgroundvellore
- colorizexl
- tensorflow-tflex
- ncalab
- reil
- tensorio-bundler
- o4
- tf-nightly-xla-gpu
- face-identifier
- altena
- cegon-set2
- cegon-set3
- tensorflow-ascend
Package Information
License
MIT
First Release
June 1, 2018
Last Release
6 years ago
Last Commit
4 years ago
Latest Version
1.0.8
Total Releases
8
Contributors
19
Open PRs
0
Archived
Yes
Author
Keras Team
Python Versions
2
2.7
3
3.6
Wheels
py2
py3
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh