PyPI Stats
symforce-org

symforce

Fast symbolic computation, code generation, and nonlinear optimization for robotics
PyPI GitHub

Shared Repository

This package shares its GitHub repository (symforce-org/symforce) with 2 other packages. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
813
Week
3.3K
Month
19.5K
Stars
1.6K
Forks
167
Issues
137
Version
0.10.1

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
90
Popularity
67
Adoption
42
Community
70
How the maintenance status was determined
Last commit
7 days ago
Monthly downloads
19,477
• 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
19,477
Stars
1,598
Stars per 1k downloads
82.05
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
474
Month daily avg
649
Momentum
-27.0%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.8
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 2.0
• 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
377 days ago
Total releases
11
Releases/year
2.8
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
87
Monthly downloads
19,477
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
77
 
Issue Burden
85.7
per 1k stars
Discussions
13.1
per 1k stars
Fork Ratio
52.1%
contrib / forks
Stale Release
370d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 89
Windows 1

Python Versions

3.12
60.0% 54
3.10
40.0% 36

Top Countries

1. CN CN
134
2. US US
79
3. KR KR
2
4. CA CA
1
5. PE PE
1

Dependencies

10
44 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
Apache 2.0
First Release
May 23, 2022
Last Release
1 year ago
Last Commit
1 week ago
Latest Version
0.10.1
Total Releases
11
Contributors
87
Open PRs
19
Archived
No
Python Versions
3.8 3.9 3.10 3.11 3.12
Wheels
cp310
Keywords
python computer-vision cpp robotics optimization structure-from-motion motion-planning code-generation slam autonomous-vehicles symbolic-computation
Topics
robotics python cpp code-generation optimization symbolic-computation slam computer-vision motion-planning structure-from-motion autonomous-vehicles
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links