Skip to main content

draw different colors to show edges' importance

Project description

AppVeyor PyPI - Python Version PyPI - Wheel PyPI GitHub

Introduction

gnnex is to explain the complex GCN model, it shows by drawing the most important edges in whole networks.

Absolutely, there are many different basic GCN models, so you can define your own model.

By rewriting graph.py to define your own GCN Model and rewriting train.py to train your own GCN modeland generate the WEIGHT matrix.

At last, draw the important edges according to WEIGHT matrix above.

Installed

keras==2.3.1

numpy==1.17.2

pandas==0.25.3

matplotlib==3.1.1

scipy==1.3.2

networkx==2.2

seaborn==0.9.0

Usage

pip install gnnex

Basic Model

You should define your own model according to your task to be resolved. By rewriting graph.py to define model and rewriting train.py to train your own model.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

gnnex-1.0.3.tar.gz (5.2 kB view hashes)

Uploaded source

Built Distribution

gnnex-1.0.3-py3-none-any.whl (6.8 kB view hashes)

Uploaded py3

Supported by

AWS AWS Cloud computing Datadog Datadog Monitoring Facebook / Instagram Facebook / Instagram PSF Sponsor Fastly Fastly CDN Google Google Object Storage and Download Analytics Huawei Huawei PSF Sponsor Microsoft Microsoft PSF Sponsor NVIDIA NVIDIA PSF Sponsor Pingdom Pingdom Monitoring Salesforce Salesforce PSF Sponsor Sentry Sentry Error logging StatusPage StatusPage Status page