PyPI Stats
Vivswan

analogvnn

A fully modular framework for modeling and optimizing analog neural networks
PyPI GitHub
Downloads
Day
65
Week
205
Month
837
Stars
21
Forks
5
Issues
0
Version
1.0.8

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
55
Popularity
26
Adoption
29
Community
20
How the maintenance status was determined
Last commit
107 days ago
Monthly downloads
837
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
837
Stars
21
Stars per 1k downloads
25.09
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
Needs at least 1,000 monthly downloads to classify popularity.
How download momentum is calculated
Week daily avg
29
Month daily avg
28
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
>=3.7
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
Mozilla Public License 2.0 (MPL 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
734 days ago
Total releases
16
Releases/year
4.8
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
3
Monthly downloads
837
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
34
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
60.0%
contrib / forks
Stale Release
626d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 2
Windows 2

Python Versions

3.11
50.0% 2
3.12
50.0% 2

Top Countries

1. US US
5
2. CN CN
2
3. AU AU
1
4. CA CA
1

Dependencies

5
32 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
Mozilla Public License 2.0 (MPL 2.0)
First Release
January 8, 2023
Last Release
2 years ago
Last Commit
3 months ago
Latest Version
1.0.8
Total Releases
16
Contributors
3
Open PRs
0
Archived
No
Python Versions
3 3.7 3.8 3.9 3.10
Wheels
py3
Keywords
deep-learning analog photonics neural-network framework pytorch
Topics
analog deep-learning photonics pytorch framework neural-network
Tracking Since
January 21, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links