No known security advisories.
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
utilsforecast has 2.3M monthly downloads and 105 GitHub stars. Version 0.2.16 supports Python 3.10+, first published in 2023.
It is actively maintained under a permissive license, last released in Apr 2026.
It is built on top of narwhals, numpy and packaging. It is used by 19 tracked packages, including statsforecast, mlforecast and neuralforecast.
Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
100
Popularity
41
Adoption
60
Community
60
Provenance
100
How the maintenance status was determined
Last commit
6 days ago
Monthly downloads
2,295,284
•
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
2,295,284
Stars
105
Stars per 1k downloads
0.05
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
How download momentum is calculated
Week daily avg
67,225
Month daily avg
76,509
Momentum
-12.1%
((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
Apache Software License 2.0
•
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
70 days ago
Total releases
57
Releases/year
19.9
•
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
28
Monthly downloads
2,295,284
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
65
Issue Burden
57.1
per 1k stars
Discussions
19.0
per 1k stars
Fork Ratio
127.3%
contrib / forks
Stale Release
63d
PR Velocity
Quiet
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
37.2K
Windows
1.1K
macOS
459
Python Versions
3.11
45.7%
17.5K
3.12
33.6%
12.8K
3.10
14.4%
5.5K
3.13
3.8%
1.5K
3.9
2.4%
913
Top Countries
1.
US
21.6K
US
2.
NL
6.9K
NL
3.
IE
5.5K
IE
4.
IN
1.7K
IN
5.
DE
657
DE
6.
BE
599
BE
7.
FR
309
FR
8.
SG
303
SG
9.
KR
260
KR
10.
SE
189
SE
Package Information
License
Apache Software License 2.0
First Release
August 24, 2023
Last Release
2 months ago
Last Commit
1 week ago
Latest Version
0.2.16
Total Releases
57
Contributors
28
Open PRs
4
Archived
No
Python Versions
3.9
3.10
3.11
3.12
3.13
Wheels
py3
Keywords
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh