PyRank
Forest-Neurotech

mach-beamform

CUDA-accelerated delay-and-sum kernel with Python bindings
PyPI GitHub
No known security advisories. The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
Downloads
Day
21
Week
225
Month
1.8K
Stars
34
Forks
6
Issues
10
Version
0.1.3

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
70
Popularity
30
Adoption
32
Community
40
Provenance
0
How the maintenance status was determined
Last commit
20 days ago
Monthly downloads
1,839
• 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
1,839
Stars
34
Stars per 1k downloads
18.49
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
32
Month daily avg
61
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
<3.15,>=3.11
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
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
21 days ago
Total releases
7
Releases/year
6.8
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
17
Monthly downloads
1,839
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
45
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
283.3%
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

Linux 2

Python Versions

3.13
100.0% 2

Top Countries

1. KR KR
8
2. SG SG
8
3. HK HK
4
4. SE SE
4
5. US US
2

Dependencies

3
13 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
Unknown
First Release
June 27, 2025
Last Release
3 weeks ago
Last Commit
2 weeks ago
Latest Version
0.1.3
Total Releases
7
Contributors
17
Open PRs
1
Archived
No
Author
Charles Guan, Gianmarco Pinton, Alex Rockhill
Python Versions
3 3.11 3.12 3.13 3.14
Wheels
cp310 cp311 cp312 cp313 cp39
Keywords
beamforming delay and sum ultrasound python cuda
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh

Links