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pytorchgeometrictutorial

Pytorch Geometric Tutorials

https://github.com/antoniolonga/pytorchgeometrictutorial

Science Score: 44.0%

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    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
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    DOI references
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    Academic publication links
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    Scientific vocabulary similarity
    Low similarity (6.6%) to scientific vocabulary
Last synced: 10 months ago · JSON representation ·

Repository

Pytorch Geometric Tutorials

Basic Info
  • Host: GitHub
  • Owner: AntonioLonga
  • Language: Jupyter Notebook
  • Default Branch: main
  • Size: 18 MB
Statistics
  • Stars: 1,113
  • Watchers: 14
  • Forks: 320
  • Open Issues: 9
  • Releases: 1
Created over 5 years ago · Last pushed over 3 years ago
Metadata Files
Readme Citation

README.md

PytorchGeometricTutorial

Hi! We are Antonio Longa and Giovanni Pellegrini, PhD students, and Gabriele Santin, researcher, working between Fondazione Bruno Kessler and the University of Trento, Italy.

This project aims to present through a series of tutorials various techniques in the field of Geometric Deep Learning, focusing on how they work and how to implement them using the Pytorch geometric library, an extension to Pytorch to deal with graphs and structured data, developed by @rusty1s.

You can find our video tutorials on Youtube and at our official website here.

Feel free to join our weekly online tutorial! For more details, have a look at the official website.

Tutorials:

Installation of PyG:

In order to have running notebooks in Colab, we use the following installation commands: !pip install torch-scatter -f https://data.pyg.org/whl/torch-1.9.0+cu111.html !pip install torch-sparse -f https://data.pyg.org/whl/torch-1.9.0+cu111.html !pip install torch-geometric These version are tested and running in Colab. If instead you run the notebooks on your machine, have a look at the PyG's installation instructions to find suitable versions.

Owner

  • Name: Antonio Longa
  • Login: AntonioLonga
  • Kind: user
  • Location: Trento
  • Company: Fondazione Bruno Kesler

Citation (CITATION.cff) 

message: "If you use this software, please cite it as below."
authors:
  - family-names: Longa
    given-names: Antonio
    orcid: https://orcid.org/0000-0003-0337-1838
  - family-names: Pellegrini
    given-names: Giovanni
    orcid: hhttps://orcid.org/0000-0003-2848-8338
  - family-names: Santin
    given-names: Gabriele
    orcid: https://orcid.org/0000-0001-6959-1070

title: "PytorchGeometricTutorial"
version: 1.0.0
date-released: 2021-10-23
url: "https://github.com/AntonioLonga/PytorchGeometricTutorial"

GitHub Events

Total
  • Watch event: 81
  • Issue comment event: 1
  • Fork event: 25
Last Year
  • Watch event: 81
  • Issue comment event: 1
  • Fork event: 25

Packages

  • Total packages: 2
  • Total downloads: unknown
  • Total dependent packages: 0
    (may contain duplicates)
  • Total dependent repositories: 0
    (may contain duplicates)
  • Total versions: 2
proxy.golang.org: github.com/antoniolonga/pytorchgeometrictutorial
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent packages count: 5.4%
Average: 5.6%
Dependent repos count: 5.7%
Last synced: 10 months ago
proxy.golang.org: github.com/AntonioLonga/PytorchGeometricTutorial
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent packages count: 5.4%
Average: 5.6%
Dependent repos count: 5.7%
Last synced: 11 months ago