Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
Latest Version
Requires Python
>=3.7.0
Licence
3-Clause BSD
Last Release
2 years ago
Author
Aadyot Bhatnagar, Paul Kassianik, Chenghao Liu, Tian Lan, Wenzhuo Yang, Rowan Cassius, Doyen Sahoo, Devansh Arpit, Sri Subramanian, Gerald Woo, Amrita Saha, Arun Kumar Jagota, Gokulakrishnan Gopalakrishnan, Manpreet Singh, K C Krithika, Sukumar Maddineni,
First Release
September 23, 2021
Total Releases
20
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
10
Popularity
76
Adoption
59
Community
45
Provenance
0
How the maintenance status was determined
Last commit
219 days ago
Monthly downloads
9,834
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
Repository is archived on GitHub — no further commits expected.
How the popularity category was determined
Monthly downloads
9,834
Stars
4,487
Stars per 1k downloads
456.27
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
338
Month daily avg
328
Momentum
+3.0%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100More insights and metrics
Python version support tiers
requires_python
>=3.7.0
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
3-Clause BSD
•
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
848 days ago
Total releases
20
Releases/year
3.9
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
48
Monthly downloads
9,834
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
53
Issue Burden
7.4
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
13.4%
contrib / forks
Stale Release
628d
PR Velocity
Quiet
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
171
Windows
1
macOS
1
Python Versions
3.12
79.8%
138
3.11
11.0%
19
3.10
8.7%
15
3.8
0.6%
1
Top Countries
1.
US
159
US
2.
SG
7
SG
3.
JP
3
JP
4.
GB
2
GB
5.
CN
1
CN
6.
DE
1
DE
7.
HK
1
HK
8.
IE
1
IE
9.
KR
1
KR
10.
SE
1
SE
Weekly Downloads
GitHub Stars *
Dependencies
15
- cython
- dill
- gitpython
- lightgbm
- matplotlib
- numpy <2.0,>=1.21
- packaging
- pandas >=1.1.0
- plotly >=4.13
- prophet >=1.1
- py4j
- scikit-learn >=0.22
- scipy >=1.6.0
- statsmodels >=0.12.2
- tqdm
12 optional dependencies
-
dash>=2.4[all]extra == "all"
-
dash>=2.4[dashboard]extra == "dashboard"
-
dash-bootstrap-components>=1.0[all]extra == "all"
-
dash-bootstrap-components>=1.0[dashboard]extra == "dashboard"
-
diskcache[all]extra == "all"
-
diskcache[dashboard]extra == "dashboard"
-
einops>=0.4.0[deep-learning]extra == "deep-learning"
-
einops>=0.4.0[all]extra == "all"
-
pyspark>=3[all]extra == "all"
-
pyspark>=3[spark]extra == "spark"
-
torch>=1.9.0[all]extra == "all"
-
torch>=1.9.0[deep-learning]extra == "deep-learning"
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