PyPI Stats
google-research

e3x

E3x is a JAX library for constructing efficient E(3)-equivariant deep learning architectures built on top of Flax.
PyPI GitHub
Downloads
Day
64
Week
465
Month
2.1K
Stars
119
Forks
8
Issues
0
Version
1.0.2

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
60
Popularity
38
Adoption
33
Community
0
How the maintenance status was determined
Last commit
14 days ago
Monthly downloads
2,095
• 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
2,095
Stars
119
Stars per 1k downloads
56.80
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
66
Month daily avg
70
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
Python version support tiers
requires_python
>=3.9
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
761 days ago
Total releases
4
Releases/year
1.0
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
2
Monthly downloads
2,095
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
15
 
Issue Burden
0.0
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
25.0%
contrib / forks
Stale Release
746d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 12

Python Versions

3.11
100.0% 12

Top Countries

1. FR FR
7
2. GB GB
4
3. CA CA
1
4. US US
1

Dependencies

8
12 optional dependencies

Used By

1

Package Information

License
Apache Software License
First Release
June 10, 2022
Last Release
2 years ago
Last Commit
2 weeks ago
Latest Version
1.0.2
Total Releases
4
Contributors
2
Open PRs
0
Archived
No
Python Versions
3
Wheels
py3
Keywords
equivariance equivariant invariance invariant E(3) SE(3) O(3) SO(3) Euclidean Orthogonal group translation translational rotation rotational roto-translation roto-translational reflection neural network machine learning deep learning
Topics
-
Tracking Since
January 14, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links