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https://github.com/baldassarrefe/torchgraphs

A PyTorch library for Graph Convolutional Networks.

https://github.com/baldassarrefe/torchgraphs

Science Score: 13.0%

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    Low similarity (5.9%) to scientific vocabulary

Keywords

artificial-intelligence graph-networks pytorch
Last synced: 9 months ago · JSON representation

Repository

A PyTorch library for Graph Convolutional Networks.

Basic Info
  • Host: GitHub
  • Owner: baldassarreFe
  • Language: Python
  • Default Branch: master
  • Size: 36.1 KB
Statistics
  • Stars: 5
  • Watchers: 2
  • Forks: 1
  • Open Issues: 1
  • Releases: 0
Topics
artificial-intelligence graph-networks pytorch
Created about 7 years ago · Last pushed over 5 years ago
Metadata Files
Readme

README.md

Torchgraphs

A PyTorch library for Graph Convolutional Networks.

Requirements and installation

Torchgraphs is developed in Python 3.7 and depende on PyTorch 1.1. It is suggested but not required to install PyTorch beforehand, to correctly match the hardware capabilities, see the official installation instruction.

All requirements listed in requirements.txt will be installed automatically when running: bash pip install https://github.com/baldassarreFe/torchgraphs

To develop the library itself, a conda environment with additional dependencies is provided, as well as a test suite for pytest: ```bash git clone https://github.com/baldassarreFe/torchgraphs cd torchgraphs

ENVNAME=torchgraphsenv conda env create -n "${ENVNAME}" -f conda.yaml conda activate "${ENVNAME}"

pip install --editable . pytest ```

Owner

  • Name: Federico Baldassarre
  • Login: baldassarreFe
  • Kind: user
  • Location: Stockholm
  • Company: KTH

Passionate about AI, data science, and SW Engineering, BSc in Computer Engineering @unibo Bologna, MSc in Machine Learning + PhD candidate at @KTH Stockholm

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  • li-yang23 (1)
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Dependencies

requirements.txt pypi
  • networkx >=2.3
  • numpy >=1.16
  • torch >=1.1.0
  • torch-scatter >=1.2