Properties (51)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
software
|
| gptkbp:application |
recommendation systems
social network analysis biological network analysis |
| gptkbp:archives |
GitHub
|
| gptkbp:community |
open source community
|
| gptkbp:communitySupport |
active forums
Discord server Slack channel |
| gptkbp:compatibleWith |
Linux
Windows macOS |
| gptkbp:dependency |
gptkb:PyTorch
TensorFlow NumPy |
| gptkbp:developedBy |
Graph_Convolutional_Networks_Team
|
| gptkbp:examples |
included in documentation
|
| gptkbp:features |
improved performance
|
| gptkbp:hasVersion |
4.0.0
|
| gptkbp:historicalSignificance |
available online
|
| https://www.w3.org/2000/01/rdf-schema#label |
GCN 4.0
|
| gptkbp:language |
Python
|
| gptkbp:license |
MIT License
|
| gptkbp:notableEvent |
machine learning
deep learning |
| gptkbp:notableUsers |
gptkb:Stanford_University
gptkb:Google_Research gptkb:MIT gptkb:Microsoft_Research gptkb:Facebook_AI_Research |
| gptkbp:performance |
F1 score
accuracy AUC compared_to_GCN_3.0 |
| gptkbp:powerOutput |
adjacency matrix
predictions embeddings feature matrix |
| gptkbp:relatedPatent |
link prediction
graph classification node classification |
| gptkbp:released |
available on GitHub
|
| gptkbp:releaseDate |
2023
|
| gptkbp:resources |
available online
|
| gptkbp:supports |
graph data
|
| gptkbp:training |
supervised learning
unsupervised learning semi-supervised learning |
| gptkbp:userBase |
data scientists
developers researchers |