PyRank
config-i1

smooth

The set of functions used for time series analysis and in forecasting.
PyPI GitHub Verified repo
No known security advisories. The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
Downloads
Day
33
Week
473
Month
4.4K
Stars
101
Forks
22
Issues
10
Version
1.0.6

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
80
Popularity
41
Adoption
36
Community
30
Provenance
100
How the maintenance status was determined
Last commit
7 days ago
Monthly downloads
4,425
• 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
4,425
Stars
101
Stars per 1k downloads
22.82
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
68
Month daily avg
148
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
>=3.11
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
GNU Lesser General Public License v2.1
• 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
16 days ago
Total releases
8
Releases/year
1.3
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
8
Monthly downloads
4,425
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
43
 
Issue Burden
99.0
per 1k stars
Discussions
19.8
per 1k stars
Fork Ratio
36.4%
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

macOS 44
Linux 5
Windows 1

Python Versions

3.11
98.0% 49
3.12
2.0% 1

Top Countries

1. SG SG
44
2. US US
19
3. PL PL
7
4. HK HK
6
5. CL CL
1

Dependencies

8
12 optional dependencies

Used By

0
Not used by any tracked packages
GitHub Topics
Tags from the package's GitHub repository describing what it does.

Package Information

License
GNU Lesser General Public License v2.1
First Release
March 10, 2020
Last Release
2 weeks ago
Last Commit
1 week ago
Latest Version
1.0.6
Total Releases
8
Contributors
8
Open PRs
0
Archived
No
Python Versions
3.11 3.12 3.13 3.14
Wheels
cp310 cp311 cp312 cp313 cp314
Keywords
forecasting time-series state-space exponential-smoothing ETS ARIMA ADAM occurrence-model intermittent-demand moving-average
Tracking Since
January 14, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh

Links