PyPI Stats
laminlabs

lamindb

Open-source data framework for biology. Context and memory for datasets and models at scale. Query, trace & validate with a lineage-native lakehouse that supports bio-formats, registries & ontologies. 🍊YC S22
PyPI GitHub

Shared Repository

This package shares its GitHub repository (laminlabs/lamindb) with 1 other package. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
3.7K
Week
25.2K
Month
94.2K
Stars
260
Forks
24
Issues
37
Version
2.4.2

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
100
Popularity
47
Adoption
79
Community
30
How the maintenance status was determined
Last commit
5 days ago
Monthly downloads
94,209
• 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
94,209
Stars
260
Stars per 1k downloads
2.76
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
3,603
Month daily avg
3,140
Momentum
+14.7%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
<=3.14,>=3.10
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
9 days ago
Total releases
382
Releases/year
94.1
• 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
19
Monthly downloads
94,209
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
142.3
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
79.2%
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 1.5K
macOS 9
Windows 8

Python Versions

3.12
64.5% 955
3.13
28.4% 420
3.11
3.1% 46
3.10
2.7% 40
3.14
1.4% 20

Top Countries

1. US US
1.2K
2. SE SE
291
3. SG SG
88
4. KR KR
6
5. GB GB
2
6. IN IN
2
7. LT LT
2
8. RU RU
2
9. TH TH
2
10. CA CA
1

Package Information

License
Unknown
First Release
April 15, 2022
Last Release
1 week ago
Last Commit
5 days ago
Latest Version
2.4.2
Total Releases
382
Contributors
19
Open PRs
4
Archived
No
Python Versions
3.10 3.11 3.12 3.13
Wheels
py3
Topics
data-lineage comp-bio-ops data-lakehouse ml-ops lims eln feature-store ontologies open-source observability traceability data-versioning omics-data-integration context-engineering
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links