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GitHub / lgalke / lifelong-learning
Lifelong Learning of Graph Neural Networks for Open-World Node Classification
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lgalke%2Flifelong-learning
Stars: 16
Forks: 4
Open Issues: 0
License: None
Language: Python
Repo Size: 142 KB
Dependencies:
16
Created: over 3 years ago
Updated: 10 months ago
Last pushed: 8 months ago
Last synced: 8 months ago
Topics: continual-learning, deep-learning, evolving-graphs, graph-convolutional-networks, graph-neural-networks, lifelong-learning, node-classification, pytorch, unseen-class-detection
Files
Dependencies
- dgl-cu110 ==0.5.3
- joblib *
- matplotlib ==3.3.4
- networkx *
- numpy *
- pandas ==1.2.1
- scikit-learn *
- scipy ==1.6.0
- seaborn ==0.11.0
- torch ==1.7.1
- torch-cluster ==1.5.8
- torch-geometric ==1.6.3
- torch-scatter ==2.0.5
- torch-sparse ==0.6.8
- torch-spline-conv ==1.2.0
- tqdm *