PyPI Stats
ThomasBury

arfs

All Relevant Feature Selection
PyPI GitHub
Downloads
Day
553
Week
1.9K
Month
10.4K
Stars
143
Forks
15
Issues
1
Version
3.0.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
40
Popularity
42
Adoption
40
Community
20
How the maintenance status was determined
Last commit
398 days ago
Monthly downloads
10,443
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
10,443
Stars
143
Stars per 1k downloads
13.69
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
277
Month daily avg
348
Momentum
-20.3%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
<3.13,>=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
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
399 days ago
Total releases
63
Releases/year
11.6
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
7
Monthly downloads
10,443
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
26
 
Issue Burden
7.0
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
46.7%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 109

Python Versions

3.9
71.6% 78
3.12
22.0% 24
3.10
4.6% 5
3.7
1.8% 2

Top Countries

1. US US
84
2. NL NL
24
3. DE DE
2
4. CA CA
1
5. SG SG
1

Dependencies

10
11 optional dependencies

Used By

1

Package Information

License
MIT
First Release
November 27, 2020
Last Release
1 year ago
Last Commit
1 year ago
Latest Version
3.0.0
Total Releases
63
Contributors
7
Open PRs
0
Archived
No
Python Versions
3
Wheels
py3
Keywords
feature-selection all-relevant selection MRmr
Topics
shadow-features boruta feature-selection allrelevant lightgbm discretization-algorithm feature-engineering machine-learning mrmr python autobinning
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links