PyRank
DistrictDataLabs

yellowbrick

Visual analysis and diagnostic tools to facilitate machine learning model selection.
PyPI GitHub
No known security advisories. The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

yellowbrick has 573K monthly downloads and 4K GitHub stars. Version 1.5 supports Python >=3.4, <4, first published in 2016.

It is showing limited recent maintenance under a permissive license, last released in Aug 2022.

It is used by 35 tracked packages, including pycaret, hossam and neptune-sklearn.

GitHub topics include machine-learning, visual-analysis and model-selection.

Shared Repository
This package shares its GitHub repository (DistrictDataLabs/yellowbrick) with 1 other package. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
17.6K
Week
138.3K
Month
572.5K
Stars
4.4K
Forks
570
Issues
94
Version
1.5

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
40
Popularity
78
Adoption
77
Community
80
Provenance
0
How the maintenance status was determined
Last commit
1097 days ago
Monthly downloads
572,540
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
572,540
Stars
4,397
Stars per 1k downloads
7.68
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
19,762
Month daily avg
19,085
Momentum
+3.6%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.4, <4
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
Apache 2
• 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
1415 days ago
Total releases
24
Releases/year
2.4
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
139
Monthly downloads
572,540
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
67
 
Issue Burden
21.4
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
24.4%
contrib / forks
Stale Release
318d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 12.3K
Windows 181
macOS 104

Python Versions

3.12
38.8% 4.8K
3.10
33.2% 4.1K
3.8
13.7% 1.7K
3.11
11.1% 1.4K
3.9
3.1% 383

Top Countries

1. US US
7.5K
2. IN IN
2.9K
3. NL NL
587
4. JP JP
485
5. IE IE
451
6. GB GB
193
7. KR KR
135
8. SG SG
116
9. HK HK
66
10. BR BR
37
GitHub Topics
Tags from the package's GitHub repository describing what it does.

Package Information

License
Apache 2
First Release
May 18, 2016
Last Release
3 years ago
Last Commit
3 years ago
Latest Version
1.5
Total Releases
24
Contributors
139
Open PRs
23
Archived
No
Author
The scikit-yb developers
Python Versions
3.5 3.6 3.7 3.8 3.9
Wheels
py3
Keywords
visualization machine learning scikit-learn matplotlib data science
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh

Links