PyPI Stats
secretflow

secretflow

A unified framework for privacy-preserving data analysis and machine learning
PyPI GitHub

Shared Repository

This package shares its GitHub repository (secretflow/secretflow) with 1 other package. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
23
Week
423
Month
7.8K
Stars
2.7K
Forks
475
Issues
94
Version
1.14.0b0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
65
Popularity
74
Adoption
38
Community
70
How the maintenance status was determined
Last commit
174 days ago
Monthly downloads
7,836
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
7,836
Stars
2,656
Stars per 1k downloads
338.95
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
60
Month daily avg
261
Momentum
-76.9%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
<3.12,>=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-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
222 days ago
Total releases
79
Releases/year
20.5
• 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
112
Monthly downloads
7,836
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
82
 
Issue Burden
35.4
per 1k stars
Discussions
58.0
per 1k stars
Fork Ratio
23.6%
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

Linux 3

Python Versions

3.10
100.0% 3

Top Countries

1. JP JP
3
2. CA CA
1

Dependencies

25
21 optional dependencies

Used By

1

Package Information

License
Apache-2.0
First Release
July 2, 2022
Last Release
7 months ago
Last Commit
5 months ago
Latest Version
1.14.0b0
Total Releases
79
Contributors
112
Open PRs
2
Archived
No
Python Versions
3 3.10 3.11
Wheels
cp311
Topics
differential-privacy homomorphic-encryption machine-learning privacy-preserving private-set-intersection secure-multiparty-computation trusted-execution-environment data-analysis federated-learning split-learning confidential-computing
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links