PyPI Stats
outbrain

outrank

A Python library for efficient feature ranking and selection on sparse data sets.
PyPI GitHub
Downloads
Day
4
Week
60
Month
547
Stars
23
Forks
7
Issues
1
Version
0.97.5

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
80
Popularity
28
Adoption
27
Community
50
How the maintenance status was determined
Last commit
64 days ago
Monthly downloads
547
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
547
Stars
23
Stars per 1k downloads
42.05
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
Needs at least 1,000 monthly downloads to classify popularity.
How download momentum is calculated
Week daily avg
9
Month daily avg
18
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
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
BSD
• 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
558 days ago
Total releases
22
Releases/year
8.3
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
12
Monthly downloads
547
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
44
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
171.4%
contrib / forks
Stale Release
493d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 3

Python Versions

3.11
100.0% 3

Top Countries

1. SG SG
3
2. CA CA
1

Dependencies

12

Used By

0
Not used by any tracked packages

Package Information

License
BSD
First Release
September 17, 2023
Last Release
1 year ago
Last Commit
2 months ago
Latest Version
0.97.5
Total Releases
22
Contributors
12
Open PRs
0
Archived
No
Author
Research Infra (Outbrain); Blaz Skrlj led the development of this project
Topics
data-mining data-monitoring data-stream-mining feature-ranking feature-selection online-feature-building python-library scalable-machine-learning algorithms counting machine-learning probabilistic-programming statistics numba-jit-compiler cardinality-estimation multithreaded online-learning-algorithms feature-engineering sampling-methods
Tracking Since
January 14, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links