PyPI Stats
open-mmlab

mmengine-lite

OpenMMLab Foundational Library for Training Deep Learning Models
PyPI GitHub

Shared Repository

This package shares its GitHub repository (open-mmlab/mmengine) with 3 other packages. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
4.6K
Week
18.4K
Month
119.6K
Stars
1.5K
Forks
447
Issues
174
Version
0.11.0rc2

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
55
Popularity
70
Adoption
50
Community
100
How the maintenance status was determined
Last commit
134 days ago
Monthly downloads
119,580
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
119,580
Stars
1,470
Stars per 1k downloads
12.29
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
2,634
Month daily avg
3,986
Momentum
-33.9%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.7
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 Software 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
134 days ago
Total releases
10
Releases/year
4.1
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
147
Monthly downloads
119,580
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
100
 
Issue Burden
118.4
per 1k stars
Discussions
78.9
per 1k stars
Fork Ratio
32.9%
contrib / forks
Stale Release
No
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 2.4K
Windows 172
macOS 9

Python Versions

3.11
58.0% 1.5K
3.12
33.8% 864
3.10
7.0% 179
3.13
1.1% 29
3.9
0.1% 3

Top Countries

1. US US
2.1K
2. SG SG
193
3. CN CN
81
4. VN VN
40
5. NL NL
21
6. JP JP
16
7. AU AU
11
8. TW TW
11
9. HK HK
8
10. KR KR
8

Dependencies

8
34 optional dependencies

Used By

4

Package Information

License
Apache Software License
First Release
November 21, 2023
Last Release
4 months ago
Last Commit
4 months ago
Latest Version
0.11.0rc2
Total Releases
10
Contributors
147
Open PRs
83
Archived
No
Author
MMEngine Authors
Python Versions
3 3.7 3.8 3.9 3.10
Wheels
py3
Topics
computer-vision deep-learning pytorch ai machine-learning python
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links