PyPI Stats
MannLabs

peptdeep

Deep learning framework for proteomics
PyPI GitHub
Downloads
Day
274
Week
745
Month
2.9K
Stars
151
Forks
26
Issues
22
Version
1.4.2

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
80
Popularity
44
Adoption
34
Community
55
How the maintenance status was determined
Last commit
56 days ago
Monthly downloads
2,850
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
2,850
Stars
151
Stars per 1k downloads
52.98
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
106
Month daily avg
95
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
>=3.8.0
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
Apache License 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
56 days ago
Total releases
41
Releases/year
9.7
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
24
Monthly downloads
2,850
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
65
 
Issue Burden
145.7
per 1k stars
Discussions
26.5
per 1k stars
Fork Ratio
92.3%
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 18
macOS 2

Python Versions

3.11
80.0% 16
3.12
10.0% 2
3.9
10.0% 2

Top Countries

1. US US
20
2. GB GB
3
3. DE DE
2
4. KR KR
2
5. CA CA
1

Dependencies

15
45 optional dependencies

Used By

8

Package Information

License
Apache License 2.0
First Release
February 10, 2022
Last Release
1 month ago
Last Commit
1 month ago
Latest Version
1.4.2
Total Releases
41
Contributors
24
Open PRs
6
Archived
No
Python Versions
3
Wheels
py3
Keywords
mass spectrometry proteomics bioinformatics AlphaPept AlphaPept ecosystem deep learning alphapept.org
Topics
deep-learning hla machine-learning proteomics python
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links