Gcn Python Packages

karateclub

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

11K 2K 253

torch-geometric-temporal

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

2K 3K 402

stellargraph

StellarGraph - Machine Learning on Graphs

1K 3K 441

pyisotools

python library for working with Gamecube ISOs (GCM)

863 52 9

dolreader

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

482 4 1

gnn-augment

pip install gnn-augment — graph-augmented GNNs (GCN, GraphSAGE, GAT, GIN) for semi-supervised node classification: replace the adjacency with Katz / Rooted PageRank / Graph Gravity / LLM text-embedding views, multi-view training, sparse mode for large graphs (arXiv:1905.09087)

269 0 0

scanet

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

238 7 1

gdmicro

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

212 11 4

gcnframe

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

169 44 8

fennlp

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

167 335 64

keras-gcn

Graph convolutional layers

160 62 14

pydcd

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

140 13 3

nexgcn

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

113 2 0

sagod

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

99 30 4

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.

62 65 6