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

fennlp

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

pyisotools

Simple python library for extracting and rebuilding ISOs

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.

dolreader

A python library for reading data from and writing data to Dol files (GC/Wii executables).

keras-gcn

Graph convolutional layers

scanet

SCANet is a python package that incorporates the inference of gene co-expression networks from single-cell gene expression data

gcnframe

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

gdmicro

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

nexgcn

A Spectral Sigmoid Graph Convolution Network Library for binary classification on Networkx Graphs compatible with Keras and Tensorflow

pydcd

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

gnn4lp

gnn for link prediction，图神经网络用于链接预测。

torchwatch

Deep Learning Basic Module built with Pytorch

sagod

A library for static attributed graph outlier detection. 静态属性图节点的异常检测模型集。

stellargraph-mvisani

StellarGraph - Machine Learning on Graphs

lign

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

neurec

An open source neural recommender library

euler-gl

A distributed graph deep learning framework.

euler2-gl

A distributed graph deep learning framework.