PyRank
keras-team

keras-preprocessing

Utilities for working with image data, text data, and sequence data.
PyPI GitHub

Shared Repository

This package shares its GitHub repository (keras-team/keras-preprocessing) with 1 other package. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
105.9K
Week
532.1K
Month
2.4M
Stars
1.0K
Forks
435
Issues
78
Version
1.1.2

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
6
Popularity
68
Adoption
70
Community
90
How the maintenance status was determined
Last commit
1555 days ago
Monthly downloads
2,359,481
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
2,359,481
Stars
1,024
Stars per 1k downloads
0.43
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
76,012
Month daily avg
78,649
Momentum
-3.4%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python 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
2199 days ago
Total releases
12
Releases/year
1.5
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
53
Monthly downloads
2,359,481
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
75
 
Issue Burden
76.2
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
12.2%
contrib / forks
Stale Release
644d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 50.0K
Windows 1.1K
macOS 33

Python Versions

3.7
55.9% 27.3K
3.9
18.7% 9.1K
3.8
13.3% 6.5K
3.10
10.1% 4.9K
3.6
2.0% 988

Top Countries

1. US US
37.8K
2. DE DE
2.4K
3. NL NL
2.4K
4. BE BE
1.8K
5. GB GB
1.1K
6. JP JP
1.1K
7. SG SG
872
8. IN IN
869
9. IE IE
679
10. CN CN
323

Package Information

License
MIT
First Release
May 31, 2018
Last Release
6 years ago
Last Commit
4 years ago
Latest Version
1.1.2
Total Releases
12
Contributors
53
Open PRs
15
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

Links