Monthly downloads
147
Weekly downloads
22
GitHub stars
545
Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
Latest Version
Requires Python
>=3.7
Licence
LICENSE
Last Release
3 years ago
First Release
July 23, 2022
Total Releases
7
Python Versions
3
3.7
3.8
3.9
No reported malware or high/critical advisories · Details
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
30
Popularity
59
Adoption
21
Community
60
Provenance
0
How the maintenance status was determined
Last commit
182 days ago
Monthly downloads
147
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
147
Stars
545
Stars per 1k downloads
3707.48
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
Needs at least 1,000 monthly downloads to classify popularity.
How download momentum is calculated
Week daily avg
3
Month daily avg
5
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
More insights and metrics
Python version support tiers
requires_python
>=3.7
Cutting Edge
Minimum supported version is 3.14 or newer
Modern
Minimum supported version is 3.11 to 3.13
•
Legacy
Supports 3.10 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
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
1386 days ago
Total releases
7
Releases/year
1.7
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
44
Monthly downloads
147
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
68
Issue Burden
5.5
per 1k stars
Discussions
3.7
per 1k stars
Fork Ratio
35.5%
contrib / forks
Stale Release
1204d
PR Velocity
Quiet
Weekly Downloads
GitHub Stars
Dependencies
16
- chinese-calendar ==1.8.0
- ipython
- jinja2
- matplotlib >=3.1.2
- more-itertools
- numpy <=1.19.5,>=1.17.0
- pandas <=1.3.5,>=0.25.0
- pyod >=1.0.5
- python-docx
- pywavelets <=1.3.0,>=1.1.0
- scikit-learn >=0.24.1
- scipy <=1.7.3,>=1.5.0
- seaborn >=0.11.2
- shap >=0.40.0
- statsmodels <=0.12.2,>=0.10.2
- tqdm
30 optional dependencies
-
chinese-calendar==1.8.0[all]extra == "all"
-
configspace>=0.5.0[autots]extra == "autots"
-
configspace>=0.5.0[all]extra == "all"
-
flaml>=0.10.0[autots]extra == "autots"
-
flaml>=0.10.0[all]extra == "all"
-
hpbandster>=0.7.4[all]extra == "all"
-
hpbandster>=0.7.4[autots]extra == "autots"
-
ipython[all]extra == "all"
-
jinja2[all]extra == "all"
-
matplotlib>=3.1.2[all]extra == "all"
-
more-itertools[all]extra == "all"
-
numpy<=1.19.5,>=1.17.0[all]extra == "all"
-
optuna>=2.10.1[autots]extra == "autots"
-
optuna>=2.10.1[all]extra == "all"
-
paddlepaddle<2.4.0,>=2.3.0[paddle]extra == "paddle"
-
paddlepaddle<2.4.0,>=2.3.0[all]extra == "all"
-
pandas<=1.3.5,>=0.25.0[all]extra == "all"
-
protobuf<=3.20.0,>=3.1.0[paddle]extra == "paddle"
-
protobuf<=3.20.0,>=3.1.0[all]extra == "all"
-
pyod>=1.0.5[all]extra == "all"
-
python-docx[all]extra == "all"
-
pywavelets<=1.3.0,>=1.1.0[all]extra == "all"
-
ray>=1.13.0[autots]extra == "autots"
-
ray>=1.13.0[all]extra == "all"
-
scikit-learn>=0.24.1[all]extra == "all"
-
scipy<=1.7.3,>=1.5.0[all]extra == "all"
-
seaborn>=0.11.2[all]extra == "all"
-
shap>=0.40.0[all]extra == "all"
-
statsmodels<=0.12.2,>=0.10.2[all]extra == "all"
-
tqdm[all]extra == "all"
Used By
0
Not used by any tracked packages
Repository details
Data and sources
Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh