PyRank
deepmodeling

dpdata

A Python package for manipulating atomistic data of software in computational science
PyPI GitHub
More links
Download Stats
Monthly downloads
30.1K
Weekly downloads
9.3K
GitHub stars
254

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

Package Information

Latest Version
1.1.0
Requires Python
>=3.10
Licence
LGPL-3.0-or-later
Last Release
1 month ago
Author
DeepModeling
First Release
April 12, 2019
Total Releases
55
Python Versions
3.10 3.11 3.12 3.13
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
80
Popularity
55
Adoption
84
Community
90
Provenance
0
How the maintenance status was determined
Last commit
34 days ago
Monthly downloads
30,097
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
30,097
Stars
254
Stars per 1k downloads
8.44
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
1,334
Month daily avg
1,003
Momentum
+33.0%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
More insights and metrics
Python version support tiers
requires_python
>=3.10
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
LGPL-3.0-or-later
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
57 days ago
Total releases
55
Releases/year
7.3
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
71
Monthly downloads
30,097
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
97
 
Issue Burden
43.3
per 1k stars
Discussions
492.1
per 1k stars
Fork Ratio
44.7%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 717
Windows 12
macOS 11

Python Versions

3.10
34.0% 250
3.12
23.5% 173
3.11
20.5% 151
3.13
13.6% 100
3.14
8.4% 62

Top Countries

1. US US
918
2. BE BE
416
3. RU RU
107
4. CN CN
15
5. DE DE
9
6. SG SG
6
7. KR KR
5
8. IN IN
3
9. SE SE
3
10. CA CA
2

Weekly Downloads

GitHub Stars

Dependencies

7
16 optional dependencies

Used By

18
View all 18 dependents

Repository details

Forks
159
Issues
11
Last Commit
1 month ago
Contributors
71
Open PRs
12
Archived
No
GitHub Topics

Data and sources

Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Keywords
lammps vasp deepmd-kit
Sources and methodology