Package Insights
Package Risks
- No releases in 231 days despite active commits
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
50
Popularity
65
Adoption
51
Community
90
How the maintenance status was determined
Last commit
221 days ago
Monthly downloads
126,313
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
126,313
Stars
945
Stars per 1k downloads
7.48
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
3,751
Month daily avg
4,210
Momentum
-10.9%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
>=3.10
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 3-Clause 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
452 days ago
Total releases
38
Releases/year
4.5
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
109
Monthly downloads
126,313
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
80
Issue Burden
249.7
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
41.8%
contrib / forks
Stale Release
231d
PR Velocity
Quiet
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
1.5K
Windows
46
macOS
2
Python Versions
3.10
33.4%
449
3.12
22.8%
307
3.11
17.0%
229
3.9
15.2%
205
3.8
11.5%
155
Top Countries
1.
US
1.1K
US
2.
IN
158
IN
3.
CN
108
CN
4.
JP
100
JP
5.
SG
44
SG
6.
DE
24
DE
7.
ZA
14
ZA
8.
NL
12
NL
9.
BR
10
BR
10.
GB
8
GB
Dependencies
10
- dask >=2025.1.0
- dask-glm >=0.2.0
- distributed >=2025.1.0
- multipledispatch >=0.4.9
- numba >=0.51.0
- numpy >=1.24.0
- packaging
- pandas >=2.0
- scikit-learn >=1.6.1
- scipy
28 optional dependencies
- black[test]
- black[dev]
- coverage[dev]
- coverage[test]
- dask-xgboost[xgboost]
- dask-xgboost[complete]
- flake8[test]
- flake8[dev]
- isort[dev]
- isort[test]
- nbsphinx[dev]
- nbsphinx[docs]
- numpydoc[docs]
- numpydoc[dev]
- pytest[test]
- pytest[dev]
- pytest-cov[test]
- pytest-cov[dev]
- pytest-mock[dev]
- pytest-mock[test]
- sphinx[docs]
- sphinx[dev]
- sphinx-gallery[dev]
- sphinx-gallery[docs]
- sphinx-rtd-theme[dev]
- sphinx-rtd-theme[docs]
- xgboost[complete]
- xgboost[xgboost]
Package Information
License
BSD 3-Clause License
First Release
October 23, 2017
Last Release
1 year ago
Last Commit
7 months ago
Latest Version
2025.1.0
Total Releases
38
Contributors
109
Open PRs
48
Archived
No
Python Versions
3
3.10
3.11
3.12
3.13
Wheels
cp27
cp35
cp36
cp37
py2
py3
Topics
-
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh