PyRank
adefossez

julius

Fast PyTorch based DSP for audio and 1D signals
PyPI GitHub
More links
Download Stats
Monthly downloads
2.6M
Weekly downloads
604.1K
GitHub stars
462

Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.

Package Information

Latest Version
0.2.8
Requires Python
>=3.9.0
Licence
MIT License
Last Release
4 months ago
First Release
October 26, 2020
Total Releases
12
No reported malware or high/critical advisories · Details

The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
55
Popularity
52
Adoption
80
Community
0
Provenance
0
How the maintenance status was determined
Last commit
134 days ago
Monthly downloads
2,558,999
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
2,558,999
Stars
462
Stars per 1k downloads
0.18
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
86,294
Month daily avg
85,300
Momentum
+1.2%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
More insights and metrics
Python version support tiers
requires_python
>=3.9.0
Cutting Edge
Minimum supported version is 3.14 or newer
Modern
Minimum supported version is 3.11 to 3.13
• Legacy
Supports 3.10 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
MIT License
• 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
134 days ago
Total releases
12
Releases/year
2.0
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
2,558,999
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
16
 
Issue Burden
2.2
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
10.3%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 50.2K
Windows 16.5K
macOS 7.4K

Python Versions

3.12
40.1% 29.3K
3.13
32.5% 23.8K
3.11
18.5% 13.6K
3.10
6.9% 5.0K
3.14
2.0% 1.5K

Top Countries

1. US US
48.9K
2. SG SG
2.1K
3. DE DE
1.8K
4. CN CN
1.7K
5. IN IN
1.7K
6. JP JP
1.7K
7. FR FR
1.2K
8. NL NL
1.1K
9. GB GB
965
10. BR BR
823

Weekly Downloads

GitHub Stars

Dependencies

1
8 optional dependencies
  • coverage>=7.0[dev]
    extra == "dev"
  • flake8>=5.0[dev]
    extra == "dev"
  • mypy>=1.0[dev]
    extra == "dev"
  • numpy>=1.21[dev]
    extra == "dev"
  • onnx>=1.13[dev]
    extra == "dev"
  • onnxruntime<1.20,>=1.16[dev]
    python_version < "3.10" and extra == "dev"
  • pdoc3>=0.10[dev]
    extra == "dev"
  • resampy==0.4.3[dev]
    extra == "dev"

Used By

33
View all 33 dependents

Repository details

Forks
29
Issues
1
Last Commit
4 months ago
Contributors
3
Open PRs
0
Archived
No
GitHub Topics

Data and sources

Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Sources and methodology