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Aravind Nair's Projects

approxged icon approxged

Python code to find the the Approximate Graph Edit Distance of two unit Java functions by analyzing their Control Flow Graphs

dd2421_kth icon dd2421_kth

Lab assignments submitted for DD2421 Machine Learning Course @ KTH

eagnn icon eagnn

Official PyTorch Implementation of paper 'Edge-Based Graph Neural Networks for Cell-Graph Modeling and Prediction'

fdd3424 icon fdd3424

Assignment completed for course FDD3424-Deep Learning for Data Science

funcgnn icon funcgnn

CFG based program similarity using Graph Neural Networks

java_unit_functions icon java_unit_functions

Unit Java functions having mathematical properties crowdsourced from open-sourced Github projects

kth-dd2421 icon kth-dd2421

Machine Learning (DD2421) at Royal Institute of Technology KTH

nucleausimg icon nucleausimg

🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images

pytorch-gat icon pytorch-gat

My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

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