PyRank
sksq96

torchsummary

Model summary in PyTorch similar to `model.summary()` in Keras
PyPI GitHub
No known security advisories. The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

torchsummary has 112K monthly downloads and 4K GitHub stars. Version 1.5.1, first published in 2018.

It is showing limited recent maintenance, last released in Sep 2018.

It is used by 56 tracked packages, including napatrackmater, mokuro and scitex-nn.

GitHub topics include pytorch, keras and summary.

Downloads
Day
3.1K
Week
24.2K
Month
111.7K
Stars
4.1K
Forks
409
Issues
107
Version
1.5.1

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
20
Popularity
76
Adoption
60
Community
50
Provenance
0
How the maintenance status was determined
Last commit
1883 days ago
Monthly downloads
111,702
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
111,702
Stars
4,054
Stars per 1k downloads
36.29
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
3,451
Month daily avg
3,723
Momentum
-7.3%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
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
Not specified
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
Package does not declare a license.
How the release cadence was determined
Last release
2840 days ago
Total releases
7
Releases/year
0.9
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
10
Monthly downloads
111,702
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
48
 
Issue Burden
26.4
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
2.4%
contrib / forks
Stale Release
957d
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 2.1K
Windows 276
macOS 63

Python Versions

3.12
33.3% 727
3.11
29.9% 653
3.13
15.7% 343
3.10
14.2% 309
3.7
6.8% 149

Top Countries

1. US US
1.8K
2. CN CN
163
3. SG SG
91
4. IN IN
60
5. JP JP
42
6. RU RU
41
7. DE DE
39
8. BE BE
34
9. HK HK
27
10. NL NL
20
GitHub Topics
Tags from the package's GitHub repository describing what it does.

Package Information

License
Unknown
First Release
April 24, 2018
Last Release
7 years ago
Last Commit
5 years ago
Latest Version
1.5.1
Total Releases
7
Contributors
10
Open PRs
34
Archived
No
Author
Shubham Chandel @sksq96
Wheels
py3
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh

Links