PyPI Stats
sktime

skpro

A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python
PyPI GitHub
Downloads
Day
5.0K
Week
72.5K
Month
209.6K
Stars
323
Forks
184
Issues
118
Version
2.12.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
90
Popularity
57
Adoption
93
Community
90
How the maintenance status was determined
Last commit
16 days ago
Monthly downloads
209,550
• 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
209,550
Stars
323
Stars per 1k downloads
1.54
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
10,351
Month daily avg
6,985
Momentum
+48.2%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
<3.15,>=3.9
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
BSD 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
53 days ago
Total releases
30
Releases/year
3.6
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
79
Monthly downloads
209,550
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
81
 
Issue Burden
365.3
per 1k stars
Discussions
3.1
per 1k stars
Fork Ratio
42.9%
contrib / forks
Stale Release
No
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 8.6K
macOS 3.1K
Windows 3.0K

Python Versions

3.11
39.3% 5.8K
3.13
23.2% 3.4K
3.12
22.7% 3.3K
3.14
8.9% 1.3K
3.10
5.9% 871

Top Countries

1. US US
14.7K
2. SG SG
10
3. BR BR
8
4. NL NL
4
5. RU RU
4
6. CN CN
3
7. DE DE
3
8. EC EC
2
9. GB GB
2
10. JP JP
2

Dependencies

6
31 optional dependencies

Used By

2

Package Information

License
BSD License
First Release
December 8, 2017
Last Release
1 month ago
Last Commit
2 weeks ago
Latest Version
2.12.0
Total Releases
30
Contributors
79
Open PRs
140
Archived
No
Author
Franz Király
Python Versions
3.10 3.11 3.12 3.13 3.14
Wheels
py3
Keywords
data-science machine-learning data-mining time-series scikit-learn regression
Topics
python sklearn data-science framework prediction machine-learning ai probability-distributions regression distributional-regression distributions failure-prediction survival-analysis survival-models survival-prediction time-to-event sktime hacktoberfest
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links