Giter Site home page Giter Site logo

ay1141982112 / gcn-graphsage-benchmarking Goto Github PK

View Code? Open in Web Editor NEW
9.0 3.0 2.0 877 KB

This repo contains the experiments performed for link prediction, multi-class classification and pairwise node classification task.

Jupyter Notebook 94.33% Shell 0.03% Python 5.64%
gcn graphsage graph-sage graph-convolutional-networks benchmarking

gcn-graphsage-benchmarking's Introduction

Benchmarking GCNs and GraphSAGE

This repo contains the experiments performed for multi-class classifcation, link prediction and pairwise node classification task on protien, ppi and brightkite dataset. Majority of the code for link prediction has been borrowed from JiaxuanYou/P-GNN. Notebooks contains the training logs To reproduce the link prediction experiments, enter the following command on shell:

sh run.sh

Contributors

Anshul Yadav

Krishanu Das Baksi

gcn-graphsage-benchmarking's People

Contributors

ay1141982112 avatar krishanudb avatar

Stargazers

老白涮肉坊 avatar  avatar  avatar Stray in 2001 avatar  avatar  avatar jocker avatar AI in All avatar  avatar

Watchers

James Cloos avatar  avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.