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In this project, I implemented an active learning framework utilizing the GCN query technique. The objective was to train a ResNet18 model on CIFAR-10 with reduced data, achieving accuracy comparable to full dataset training.
This repository is a brief tutorial about how Graph convolutional networks and message passing networks work with example code demonstration using pytorch and torch_geometric