No known security advisories.
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
lightly has 171K monthly downloads and 4K GitHub stars. Version 1.5.25 supports Python 3.6+, first published in 2020.
It is actively maintained under a permissive license, last released in Jun 2026.
It is built on top of aenum, certifi and hydra-core. It is used by 7 tracked packages, including torchgeo, terratorch and lightly-train.
GitHub topics include deep-learning, self-supervised-learning and machine-learning.
Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
100
Popularity
75
Adoption
72
Community
60
Provenance
0
How the maintenance status was determined
Last commit
3 days ago
Monthly downloads
170,724
•
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
170,724
Stars
3,774
Stars per 1k downloads
22.11
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
6,075
Month daily avg
5,691
Momentum
+6.8%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
>=3.6
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
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
19 days ago
Total releases
139
Releases/year
24.0
•
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
79
Monthly downloads
170,724
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
62
Issue Burden
20.4
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
23.7%
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
3.7K
Windows
430
macOS
301
Python Versions
3.12
50.5%
2.2K
3.13
18.6%
794
3.11
13.2%
567
3.14
9.1%
391
3.10
8.6%
367
Top Countries
1.
US
4.0K
US
2.
SG
107
SG
3.
IE
59
IE
4.
NL
42
NL
5.
IN
20
IN
6.
DE
18
DE
7.
CA
16
CA
8.
CN
15
CN
9.
KR
13
KR
10.
ES
12
ES
Dependencies
14
- aenum >=3.1.11
- certifi >=14.05.14
- hydra-core >=1.0.0
- lightly-utils ~=0.0.0
- numpy >=1.18.1
- pydantic >=1.10.5
- python-dateutil >=2.5.3
- pytorch-lightning >=1.0.4
- requests >=2.27.0
- six >=1.10
- torch
- torchvision
- tqdm >=4.44
- urllib3 >=1.25.3
39 optional dependencies
- aenum[openapi]
- av[video]
- docutils[dev]
- jupytext[dev]
- lightly[all]
- matplotlib[dev]
- matplotlib[matplotlib]
- mypy[dev]
- nbformat[dev]
- opencv-python[dev]
- pandas[dev]
- pre-commit[dev]
- pydantic[openapi]
- pytest[dev]
- pytest-forked[dev]
- pytest-mock[dev]
- pytest-xdist[dev]
- python-dateutil[openapi]
- pytorch-lightning[minimal]
- responses[dev]
- ruff[dev]
- scikit-learn[dev]
- setuptools[openapi]
- sphinx[dev]
- sphinx-copybutton[dev]
- sphinx-design[dev]
- sphinx-gallery[dev]
- sphinx-reredirects[dev]
- sphinx-rtd-theme[dev]
- sphinx-tabs[dev]
- timm[timm]
- toml[dev]
- torch[minimal]
- torchmetrics[dev]
- torchvision[minimal]
- types-python-dateutil[dev]
- types-requests[dev]
- types-toml[dev]
- urllib3[openapi]
GitHub Topics
Tags from the package's GitHub repository describing what it does.
Package Information
License
MIT License
First Release
September 18, 2020
Last Release
2 weeks ago
Last Commit
4 days ago
Latest Version
1.5.25
Total Releases
139
Contributors
79
Open PRs
14
Archived
No
Python Versions
3
3.6
3.7
3.8
3.9
3.10
3.11
3.12
Wheels
py3
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh