PyPI Stats
Accenture

ampligraph

A Python library for relational learning on knowledge graphs.
PyPI GitHub
Downloads
Day
141
Week
305
Month
1.0K
Stars
2.2K
Forks
254
Issues
27
Version
2.1.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
30
Popularity
70
Adoption
30
Community
40
How the maintenance status was determined
Last commit
798 days ago
Monthly downloads
1,036
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
1,036
Stars
2,235
Stars per 1k downloads
2157.34
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
44
Month daily avg
35
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
Not specified
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
Package does not declare a minimum Python version.
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
800 days ago
Total releases
13
Releases/year
1.8
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
16
Monthly downloads
1,036
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
44
 
Issue Burden
12.1
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
6.3%
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 15
Windows 5

Python Versions

3.12
60.0% 12
3.14
30.0% 6
3.8
5.0% 1
3.9
5.0% 1

Top Countries

1. SG SG
12
2. US US
4
3. EG EG
2
4. CA CA
1
5. CN CN
1
6. FR FR
1
7. NL NL
1

Dependencies

20

Used By

0
Not used by any tracked packages

Package Information

License
Apache 2.0
First Release
March 15, 2019
Last Release
2 years ago
Last Commit
2 years ago
Latest Version
2.1.0
Total Releases
13
Contributors
16
Open PRs
3
Archived
No
Author
Accenture Dublin Labs
Wheels
py3
Topics
machine-learning knowledge-graph relational-learning representation-learning graph-representation-learning graph-embeddings knowledge-graph-embeddings
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links