Monthly downloads
2.0K
Weekly downloads
422
GitHub stars
3.0K
Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
Latest Version
Requires Python
>=3.6
Licence
MIT
Last Release
1 year ago
Author
Benedek Rozemberczki
First Release
June 27, 2020
Total Releases
50
Python Versions
3.6
No reported malware or high/critical advisories · Details
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
Package Insights
Package Risks
- No releases in 318 days despite active commits
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
65
Popularity
74
Adoption
33
Community
50
Provenance
0
How the maintenance status was determined
Last commit
139 days ago
Monthly downloads
2,032
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
2,032
Stars
2,992
Stars per 1k downloads
1472.44
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
60
Month daily avg
68
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
More insights and metrics
Python version support tiers
requires_python
>=3.6
Cutting Edge
Minimum supported version is 3.14 or newer
Modern
Minimum supported version is 3.11 to 3.13
•
Legacy
Supports 3.10 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
MIT
•
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
457 days ago
Total releases
50
Releases/year
7.9
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
38
Monthly downloads
2,032
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
50
Issue Burden
9.4
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
9.5%
contrib / forks
Stale Release
318d
PR Velocity
Quiet
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
34
Windows
2
Python Versions
3.13
36.4%
12
3.12
24.2%
8
3.11
15.2%
5
3.8
12.1%
4
3.9
12.1%
4
Top Countries
1.
US
33
US
2.
CN
2
CN
3.
NL
2
NL
4.
DE
1
DE
5.
GB
1
GB
6.
SG
1
SG
7.
TW
1
TW
Weekly Downloads
GitHub Stars
Dependencies
8
15 optional dependencies
-
dask[ddp]extra == "ddp"
-
dask[index]extra == "index"
-
dask[test]extra == "test"
-
dask-pytorch-ddp[ddp]extra == "ddp"
-
mock[test]extra == "test"
-
networkx[test]extra == "test"
-
pandas[index]extra == "index"
-
pandas[ddp]extra == "ddp"
-
pandas[test]extra == "test"
-
pytest[test]extra == "test"
-
pytest-cov[test]extra == "test"
-
tables[test]extra == "test"
-
tables[index]extra == "index"
-
tables[ddp]extra == "ddp"
-
tqdm[test]extra == "test"
Used By
1
- st-dif 84/mo
Repository details
GitHub Topics
Pytorch
Graph Neural Networks
Temporal Networks
Temporal Graphs
Gcn
Graph Convolutional Networks
Deep Learning
Network Science
Temporal Data
Node Embedding
Network Embedding
Graph Embedding
Spatial Data
Spatial Analysis
Spatio Temporal Data
Spatio Temporal Analysis
Gnn
Graph Convolution
Spatiotemporal
Data and sources
Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh