Gcn Python Packages

karateclub

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

torch-geometric-temporal

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

stellargraph

StellarGraph - Machine Learning on Graphs

pyisotools

python library for working with Gamecube ISOs (GCM)

dolreader

Simple python library for working with Nintendo's DOL format

gdmicro

GDmicro - Use GCN and Deep adaptation network to classify host disease status based on human gut microbiome data

fennlp

1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.

scanet

The python package for the scanet platform.

keras-gcn

Graph convolutional layers

pydcd

PyDCD: A Deep Learning-Based Community Detection Software in Python for Large-scale Networks

gcnframe

This is a python package for genomics study with a GCN framework.

spectralembeddings

spectralembeddings is a python library which is used to generate node embeddings from Knowledge graphs using GCN kernels and Graph Autoencoders. Variations include VanillaGCN,ChebyshevGCN and Spline GCN along with SDNe based Graph Autoencoder.

nexgcn

Sigmoid Spectral GCN library for binary classification on Networkx Graphs using statistical (centrality,distributions)/external features

gnn4lp

gnn for link prediction，图神经网络用于链接预测。

sagod

SAGOD : Static Attributed Graph Outlier Detection

torchwatch

basic block built with pytorch

stellargraph-mvisani

Python library for machine learning on graphs

neurec

Next RecSys Library

lign

Lign (/lignə/): Extension to PyTorch for graphs and geometric deep learning

euler-gl

A distributed graph deep learning framework.

euler2-gl

A distributed graph deep learning framework.