PyPI Stats
towhee-io

towhee

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.
PyPI GitHub

Shared Repository

This package shares its GitHub repository (towhee-io/towhee) with 3 other packages. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
76
Week
381
Month
2.2K
Stars
3.4K
Forks
261
Issues
0
Version
1.1.3

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
40
Popularity
73
Adoption
33
Community
30
How the maintenance status was determined
Last commit
566 days ago
Monthly downloads
2,190
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
2,190
Stars
3,446
Stars per 1k downloads
1573.52
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
54
Month daily avg
73
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
Not specified
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
Package does not declare a minimum Python version.
License categories
License
http://www.apache.org/licenses/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
884 days ago
Total releases
26
Releases/year
5.6
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
36
Monthly downloads
2,190
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
49
 
Issue Burden
0.0
per 1k stars
Discussions
7.3
per 1k stars
Fork Ratio
13.8%
contrib / forks
Stale Release
318d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 18
Windows 2

Python Versions

3.10
80.0% 16
3.7
20.0% 4

Top Countries

1. DE DE
27
2. US US
21
3. CA CA
1

Dependencies

9

Used By

0
Not used by any tracked packages

Package Information

License
http://www.apache.org/licenses/LICENSE-2.0
First Release
September 29, 2021
Last Release
2 years ago
Last Commit
1 year ago
Latest Version
1.1.3
Total Releases
26
Contributors
36
Open PRs
0
Archived
No
Author
Towhee Team
Wheels
py3
Topics
machine-learning convolutional-networks embedding-vectors embeddings computer-vision image-processing video-processing feature-extraction image-retrieval unstructured-data feature-vector transformer milvus towhee vision-transformer vit pipeline llm
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links