Repos and Libraries

Libraries

Alchemy: Open Source AI AmpliGraph AmpliGraph Causal Discovery Toolbox Causal Discovery Toolbox CogDL: Deep Learning on Graphs Deep Graph Library (DGL) Deep Graph Library (DGL) DGL-KE DGL-KE DGL-LifeSci Karate Club Karate Club NEAR Program Synthesis NEAR Program Synthesis PyTorch geometric PyTorch geometric Spektral Spektral

Tasks

Causal Graph Inference Causal Pairwise Inference Community Detection Edge/link Prediction Graph Algorithm Learning Graph Classification Graph Embedding Graph Generation Graph Prediction Heterogeneous Graph Embedding Heterogeneous Node Classification Inductive Node Classification Link Prediction Molecular Machine Learning Neighborhood-based Node Embedding Node Classification Node Embedding Pairwise Dependency Program Synthesis Program Verification Protein-ligand Binding Affinity Prediction Reaction Prediction Reasoning Representation Learning Scene Graph Parsing Semi-supervised Node Classification Skeleton Inference Structural Node Embedding Supervised Graph Classification Text Generation Unknown Unsupervised Graph Classification Unsupervised Node Classification

ACNN

DGL-LifeSci

Adjusted Mutual Info

Causal Discovery Toolbox Causal Discovery Toolbox

AE

Karate Club Karate Club

AGNN

Deep Graph Library (DGL) Deep Graph Library (DGL)

ANM

Causal Discovery Toolbox Causal Discovery Toolbox

APPNP

Deep Graph Library (DGL) Deep Graph Library (DGL)

ARD

Causal Discovery Toolbox Causal Discovery Toolbox

ARGA

PyTorch geometric PyTorch geometric

ARGVA

PyTorch geometric PyTorch geometric

ARMA

Deep Graph Library (DGL) Deep Graph Library (DGL)

ASNE

Karate Club Karate Club

AttentiveFP

DGL-LifeSci

BANE

Karate Club Karate Club

BigClam

Karate Club Karate Club

BivariateFit

Causal Discovery Toolbox Causal Discovery Toolbox

BoostNE

Karate Club Karate Club

BP-Transformer

Deep Graph Library (DGL) Deep Graph Library (DGL)

CAM

Causal Discovery Toolbox Causal Discovery Toolbox

CapsuleNetwork

Deep Graph Library (DGL) Deep Graph Library (DGL)

CCDr

Causal Discovery Toolbox Causal Discovery Toolbox

CDGNN

Deep Graph Library (DGL) Deep Graph Library (DGL)

CDS

Causal Discovery Toolbox Causal Discovery Toolbox

CGNN

Causal Discovery Toolbox Causal Discovery Toolbox

ChebNet

Deep Graph Library (DGL) Deep Graph Library (DGL)

Chebyshev

CogDL: Deep Learning on Graphs

Cluster-GCN

Deep Graph Library (DGL) Deep Graph Library (DGL)

ClusterGAT

Deep Graph Library (DGL) Deep Graph Library (DGL)

ClusterSAGE

Deep Graph Library (DGL) Deep Graph Library (DGL)

ComplEx

AmpliGraph AmpliGraph DGL-KE DGL-KE

ConvE

AmpliGraph AmpliGraph

ConvKB

AmpliGraph AmpliGraph

CorrectAndSmooth

PyTorch geometric PyTorch geometric

DAGNN

Deep Graph Library (DGL) Deep Graph Library (DGL)

DANMF

Karate Club Karate Club

DecisionTree

Causal Discovery Toolbox Causal Discovery Toolbox

DeepGCNLayer

PyTorch geometric PyTorch geometric

DeepGraphInfomax

PyTorch geometric PyTorch geometric

DeepWalk

CogDL: Deep Learning on Graphs Deep Graph Library (DGL) Deep Graph Library (DGL) Karate Club Karate Club

DGCNN

CogDL: Deep Learning on Graphs

DGI

CogDL: Deep Learning on Graphs Deep Graph Library (DGL) Deep Graph Library (DGL)

DGK

CogDL: Deep Learning on Graphs

DGMG

DGL-LifeSci

Diff2Vec

Karate Club Karate Club

DiffPool

CogDL: Deep Learning on Graphs Deep Graph Library (DGL) Deep Graph Library (DGL)

DimeNet

Deep Graph Library (DGL) Deep Graph Library (DGL) PyTorch geometric PyTorch geometric

DimeNet++

Deep Graph Library (DGL) Deep Graph Library (DGL)

DistMult

AmpliGraph AmpliGraph DGL-KE DGL-KE

DNGR

CogDL: Deep Learning on Graphs

DR-GAT

CogDL: Deep Learning on Graphs

DynamicEdgeConv

Deep Graph Library (DGL) Deep Graph Library (DGL)

EdMot

Karate Club Karate Club

EgoNetSplitter

Karate Club Karate Club

FeatherGraph

Karate Club Karate Club

FeatherNode

Karate Club Karate Club

FGSD

Karate Club Karate Club

FSCNMF

Karate Club Karate Club

FSGNN

Causal Discovery Toolbox Causal Discovery Toolbox

GAE

PyTorch geometric PyTorch geometric

GAT

CogDL: Deep Learning on Graphs Deep Graph Library (DGL) Deep Graph Library (DGL) DGL-LifeSci

GATNE

CogDL: Deep Learning on Graphs

GATNE-T

Deep Graph Library (DGL) Deep Graph Library (DGL)

GC-MC

Deep Graph Library (DGL) Deep Graph Library (DGL)

GCN

CogDL: Deep Learning on Graphs Deep Graph Library (DGL) Deep Graph Library (DGL) DGL-LifeSci Spektral Spektral

GEMSEC

Karate Club Karate Club

GeneralGNN

Spektral Spektral

GeoScattering

Karate Club Karate Club

GES

Causal Discovery Toolbox Causal Discovery Toolbox

GGNN

Deep Graph Library (DGL) Deep Graph Library (DGL)

GIES

Causal Discovery Toolbox Causal Discovery Toolbox

GIN

CogDL: Deep Learning on Graphs Deep Graph Library (DGL) Deep Graph Library (DGL) DGL-LifeSci

GL2Vec

Karate Club Karate Club

Glasso

Causal Discovery Toolbox Causal Discovery Toolbox

GLEE

Karate Club Karate Club

GNN

Causal Discovery Toolbox Causal Discovery Toolbox

GNN OGB

DGL-LifeSci

GNN-FiLM

Deep Graph Library (DGL) Deep Graph Library (DGL)

GNNExplainer

PyTorch geometric PyTorch geometric

Graph U-Net

CogDL: Deep Learning on Graphs

Graph2Vec

CogDL: Deep Learning on Graphs Karate Club Karate Club

GraphModel

Deep Graph Library (DGL) Deep Graph Library (DGL)

GraphSAGE

CogDL: Deep Learning on Graphs Deep Graph Library (DGL) Deep Graph Library (DGL)

GraphUNet

PyTorch geometric PyTorch geometric

GraphWave

Karate Club Karate Club

GraphWriter

Deep Graph Library (DGL) Deep Graph Library (DGL)

GraRep

CogDL: Deep Learning on Graphs Karate Club Karate Club

GS

Causal Discovery Toolbox Causal Discovery Toolbox

GTN

CogDL: Deep Learning on Graphs

GXN

Deep Graph Library (DGL) Deep Graph Library (DGL)

HAN

CogDL: Deep Learning on Graphs Deep Graph Library (DGL) Deep Graph Library (DGL)

HardGAT

Deep Graph Library (DGL) Deep Graph Library (DGL)

HGP-SL

Deep Graph Library (DGL) Deep Graph Library (DGL)

HGT

Deep Graph Library (DGL) Deep Graph Library (DGL)

Hin2vec

CogDL: Deep Learning on Graphs

HolE

AmpliGraph AmpliGraph

Hope

CogDL: Deep Learning on Graphs

HSICLasso

Causal Discovery Toolbox Causal Discovery Toolbox

IAMB

Causal Discovery Toolbox Causal Discovery Toolbox

IGCI

Causal Discovery Toolbox Causal Discovery Toolbox

IGE

Karate Club Karate Club

InfoGraph

CogDL: Deep Learning on Graphs Deep Graph Library (DGL) Deep Graph Library (DGL)

InnerProductDecoder

PyTorch geometric PyTorch geometric

Jarfo

Causal Discovery Toolbox Causal Discovery Toolbox

JTNN

DGL-LifeSci

JumpingKnowledge

PyTorch geometric PyTorch geometric

JunctionTreeVAE

Deep Graph Library (DGL) Deep Graph Library (DGL)

KendallTau

Causal Discovery Toolbox Causal Discovery Toolbox

LabelPropagation

Karate Club Karate Club PyTorch geometric PyTorch geometric

LaplacianEigenmaps

Karate Club Karate Club

LDP

Karate Club Karate Club

LINE

CogDL: Deep Learning on Graphs Deep Graph Library (DGL) Deep Graph Library (DGL)

LinearSVR

Causal Discovery Toolbox Causal Discovery Toolbox

LiNGAM

Causal Discovery Toolbox Causal Discovery Toolbox

Metapath2vec

CogDL: Deep Learning on Graphs Deep Graph Library (DGL) Deep Graph Library (DGL) PyTorch geometric PyTorch geometric

MGCN

DGL-LifeSci

MIRegression

Causal Discovery Toolbox Causal Discovery Toolbox

MixHop

CogDL: Deep Learning on Graphs Deep Graph Library (DGL) Deep Graph Library (DGL)

MMPC

Causal Discovery Toolbox Causal Discovery Toolbox

MNMF

Karate Club Karate Club

MoNet

Deep Graph Library (DGL) Deep Graph Library (DGL)

MPNN

DGL-LifeSci

MUSAE

Karate Club Karate Club

NCC

Causal Discovery Toolbox Causal Discovery Toolbox

NetLSD

Karate Club Karate Club

NetMF

CogDL: Deep Learning on Graphs Karate Club Karate Club

NetSMF

CogDL: Deep Learning on Graphs

NEU

Karate Club Karate Club

NGCF

Deep Graph Library (DGL) Deep Graph Library (DGL)

NMFADMM

Karate Club Karate Club

NNSED

Karate Club Karate Club

Node2Vec

CogDL: Deep Learning on Graphs Karate Club Karate Club PyTorch geometric PyTorch geometric

NodeSketch

Karate Club Karate Club

Normalized Mutual Info

Causal Discovery Toolbox Causal Discovery Toolbox

NormalizedHSIC

Causal Discovery Toolbox Causal Discovery Toolbox

OGB

Deep Graph Library (DGL) Deep Graph Library (DGL)

PATCH_SAN

CogDL: Deep Learning on Graphs

PC

Causal Discovery Toolbox Causal Discovery Toolbox

Pearson

Causal Discovery Toolbox Causal Discovery Toolbox

PinSAGE

Deep Graph Library (DGL) Deep Graph Library (DGL)

PointNet

Deep Graph Library (DGL) Deep Graph Library (DGL)

PointNet++

Deep Graph Library (DGL) Deep Graph Library (DGL)

ProNE

CogDL: Deep Learning on Graphs

PTE

CogDL: Deep Learning on Graphs

RandNE

Karate Club Karate Club

RandomBaseline

AmpliGraph AmpliGraph

RandomizedLasso

Causal Discovery Toolbox Causal Discovery Toolbox

RCC

Causal Discovery Toolbox Causal Discovery Toolbox

RECI

Causal Discovery Toolbox Causal Discovery Toolbox

Relational-GCN

Deep Graph Library (DGL) Deep Graph Library (DGL)

RENet

PyTorch geometric PyTorch geometric

RESCAL

DGL-KE DGL-KE

RFECV

Causal Discovery Toolbox Causal Discovery Toolbox

Role2Vec

Karate Club Karate Club

RotatE

DGL-KE DGL-KE

RRelief

Causal Discovery Toolbox Causal Discovery Toolbox

RRN

Deep Graph Library (DGL) Deep Graph Library (DGL)

SAGPool

Deep Graph Library (DGL) Deep Graph Library (DGL)

SAM

Causal Discovery Toolbox Causal Discovery Toolbox

SCD

Karate Club Karate Club

SceneGraphParsing

Deep Graph Library (DGL) Deep Graph Library (DGL)

SchNet

DGL-LifeSci PyTorch geometric PyTorch geometric

SDNE

CogDL: Deep Learning on Graphs

SEAL

Deep Graph Library (DGL) Deep Graph Library (DGL)

SF

Karate Club Karate Club

SGC

Deep Graph Library (DGL) Deep Graph Library (DGL)

SIGN

Deep Graph Library (DGL) Deep Graph Library (DGL)

SignedGCN

PyTorch geometric PyTorch geometric

SINE

Karate Club Karate Club

SocioDim

Karate Club Karate Club

SortPool

CogDL: Deep Learning on Graphs

Spearman

Causal Discovery Toolbox Causal Discovery Toolbox

STGCN

Deep Graph Library (DGL) Deep Graph Library (DGL)

SymmNMF

Karate Club Karate Club

TADW

Karate Club Karate Club

TAGCN

Deep Graph Library (DGL) Deep Graph Library (DGL)

TENE

Karate Club Karate Club

TGNMemory

PyTorch geometric PyTorch geometric

TransE

AmpliGraph AmpliGraph DGL-KE DGL-KE

TransE_l1

DGL-KE DGL-KE

TransE_l2

DGL-KE DGL-KE

TransR

DGL-KE DGL-KE

Tree-LSTM

Deep Graph Library (DGL) Deep Graph Library (DGL)

VGAE

Deep Graph Library (DGL) Deep Graph Library (DGL) PyTorch geometric PyTorch geometric

Walklets

Karate Club Karate Club

Weave

DGL-LifeSci

WLN

DGL-LifeSci