PyPI Stats
deepinv

deepinv

DeepInverse: a PyTorch library for solving imaging inverse problems using deep learning
PyPI GitHub
Downloads
Day
894
Week
2.8K
Month
6.6K
Stars
724
Forks
168
Issues
95
Version
0.4.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
90
Popularity
62
Adoption
78
Community
80
How the maintenance status was determined
Last commit
4 days ago
Monthly downloads
6,558
• 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
6,558
Stars
724
Stars per 1k downloads
110.40
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
395
Month daily avg
219
Momentum
+80.6%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=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
BSD-3-Clause
• 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
56 days ago
Total releases
16
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
66
Monthly downloads
6,558
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
86
 
Issue Burden
131.2
per 1k stars
Discussions
18.0
per 1k stars
Fork Ratio
39.3%
contrib / forks
Stale Release
No
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 15
Windows 7
macOS 4

Python Versions

3.10
46.2% 12
3.11
26.9% 7
3.12
19.2% 5
3.13
7.7% 2

Top Countries

1. CN CN
10
2. TR TR
3
3. CH CH
2
4. GB GB
2
5. HK HK
2
6. JP JP
2
7. NL NL
2
8. US US
2
9. CA CA
1
10. IL IL
1

Dependencies

10
43 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
BSD-3-Clause
First Release
June 30, 2023
Last Release
1 month ago
Last Commit
4 days ago
Latest Version
0.4.0
Total Releases
16
Contributors
66
Open PRs
56
Archived
No
Author
DeepInverse maintainers (see https://github.com/deepinv/deepinv/blob/main/MAINTAINERS.md)
Python Versions
3 3.10 3.11 3.12
Wheels
py3
Topics
computational-imaging deep-learning image-processing computed-tomography deblurring inverse-problems mri super-resolution deep-equilibrium-models plug-and-play unfolded diffusion-models image-reconstruction imaging pytorch
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links