PyPI Stats
grillcheese-ai

grilly

GPU-accelerated neural network operations using Vulkan compute shaders
PyPI GitHub
Downloads
Day
41
Week
77
Month
1.4K
Stars
26
Forks
1
Issues
0
Version
1.0.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
90
Popularity
23
Adoption
31
Community
0
How the maintenance status was determined
Last commit
18 days ago
Monthly downloads
1,387
• 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
1,387
Stars
26
Stars per 1k downloads
18.75
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
11
Month daily avg
46
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
>=3.12
• 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
MIT
• 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
26 days ago
Total releases
20
Releases/year
77.7
• 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
1,387
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
14
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
300.0%
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

No OS data available

Python Versions

No Python version data available

Top Countries

1. CA CA
1
2. KR KR
1

Dependencies

1
30 optional dependencies

Used By

5

Package Information

License
MIT
First Release
January 31, 2026
Last Release
3 weeks ago
Last Commit
2 weeks ago
Latest Version
1.0.0
Total Releases
20
Contributors
3
Open PRs
0
Archived
No
Python Versions
3 3.12
Wheels
py3
Keywords
vulkan gpu neural-network snn compute-shaders gpu-acceleration lora-bridge huggingface-bridge machine-learning torch-alternative synapse neuron network hebbian-learning
Topics
vulkan framework python3 deep-learning neural-networks machine-learning pytorch-alternative amd cooperative-matrix vma experiments vector-symbolic-architectures hypernetworks world-models open-source opensource block-codes i-raven-x i-raven visual-reasoning
Tracking Since
February 1, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links