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CPU Implementation of Forward Pass

Graph neural Network forward pass implementation in C++. Use of various Algorithms like :

  • Graph Convolution Networks (GCN)
  • GraphSage
  • Graph Attention Network (GAT)

Features

  • Clean OOP structure for various implementations
  • CMake build system.
  • Example graph data and test runners.

Installation

1 . Clone the repository :
https://github.com/Srimukhi8/GUNN-Task1

2 . mkdir build
cd build
cmake ..
make

3 . Run the example :
./graph_app graph_data.txt
Give the input (desired number of output features).

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  • C++ 72.6%
  • Python 25.6%
  • CMake 1.8%