No known security advisories.
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
Package Insights
Package Risks
- No releases in 659 days despite active commits
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
80
Popularity
61
Adoption
44
Community
45
Provenance
0
How the maintenance status was determined
Last commit
46 days ago
Monthly downloads
29,374
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
29,374
Stars
753
Stars per 1k downloads
25.63
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
832
Month daily avg
979
Momentum
-15.0%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
Not specified
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
Package does not declare a minimum Python version.
License categories
License
BSD 3-Clause
•
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
705 days ago
Total releases
20
Releases/year
1.9
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
14
Monthly downloads
29,374
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
59
Issue Burden
30.5
per 1k stars
Discussions
6.6
per 1k stars
Fork Ratio
11.9%
contrib / forks
Stale Release
659d
PR Velocity
Quiet
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
327
Windows
9
macOS
4
Python Versions
3.12
43.7%
145
3.11
23.8%
79
3.10
18.1%
60
3.13
8.4%
28
3.9
6.0%
20
Top Countries
1.
US
301
US
2.
SG
31
SG
3.
CN
21
CN
4.
DE
11
DE
5.
IN
11
IN
6.
JP
6
JP
7.
TW
6
TW
8.
GB
5
GB
9.
NL
5
NL
10.
CA
3
CA
Dependencies
5
- looseversion ==1.1.2
- mmtf-python ==1.1.3
- numpy >=1.16.2
- pandas >=0.24.2
- setuptools
3 optional dependencies
- flake8[test]
- pytest[test]
- pytest-cov[test]
Used By
33
- variantfold
- graphein
- pyxlms
- edms
- proteinflow
- proteinshake
- levseq
- lbster
- posebench
- proteinstructurevisualizer
- molmap
- rinpy
- polyzymd
- structuralia
- onescience
- resmo
- docktdeep
- bioverse-ml
- ovo
- docktgrid
- polyatomic-complexes
- compassdock
- fretlabel
- paraplume
- colav
- tmkit
- sadic
- procaliper
- pandda-2
- multicom-ligand
- project-raccoon
- wiggle-saxs
- ssbio-edbr
GitHub Topics
Tags from the package's GitHub repository describing what it does.
Package Information
License
BSD 3-Clause
First Release
November 24, 2015
Last Release
1 year ago
Last Commit
1 month ago
Latest Version
0.5.1
Total Releases
20
Contributors
14
Open PRs
5
Archived
No
Author
Sebastian Raschka
Python Versions
3
3.5
3.6
3.7
3.8
3.9
Wheels
py3
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh