Giter Club home page Giter Club logo

daps's Introduction

Reproduce the experiments

  1. Create a new environment with the following dependencies:
    • Pytorch :
      pip install torch torchvision torchaudio
    • Pytorch geometric, according to your Pytorch version and CUDA version:
      pip install pyg-lib torch-scatter torch-sparse torch-cluster torch-spline-conv torch-geometric -f https://data.pyg.org/whl/torch-{pytorch_version}+{cuda_version}.html
    • Seaborn:
      pip install seaborn
    • Matplotlib:
      pip install matplotlib
    • Pandas:
      pip install pandas
    • torch-conformal package, from the root of the repository, run:
      python setup.py install
  2. Run a Jupyter kernel on the environment
  3. Run the notebooks to reproduce the experiments

daps's People

Contributors

siantonelli avatar

Stargazers

 avatar  avatar Sonia Horchidan avatar Emir Ceyani avatar Jürgen R. Plasser / ThetaPhiPsi avatar Boshko Koloski avatar do my best avatar khaled  avatar  avatar  avatar valeman avatar

Watchers

James Cloos avatar Soroush H. Zargarbashi avatar Kostas Georgiou avatar  avatar

daps's Issues

what is gnn_cp?

I get a bug:ModuleNotFoundError: No module named 'gnn_cp'

Where is make_baselines.py file

Hi! I am trying to reproduce your results, and I run into this AssertionError: Directory to trained models is not found! Maybe first tun the make_baselines.py file when running the notebooks. I can't locate this file in the repository, could you tell me where to find it or what it is? Thank you!

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.