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ALG:Fast and Accurate Active Learning Framework for Graph Convolutional Networks .

This repository is the official implementation of ALG.

Requirements

Environment: 16GB(RAM), Ubuntu 16.04 (OS), P100 (GPU), Core i7 (CPU)

To install requirements:

pip install -r requirements.txt

Training

To train the model(s) in the paper:

cd the “example” data

run the ipynb notebook file "Test.ipynb"

Results

1.Accuracy comparison:

  1. End to end accuracy comparison:

  1. Efficiency comparison:

  1. Comparison of RF:

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