JuliaML/MLDatasets.jl

Graph Datasets that can be implemented

Opened this issue · 1 comments

This is in comparison to pytorch geometric(some datasets might need to be re verified since they might be implemented in umbrella datasets like OGB):

  • Chickenpox
  • CiteSeer
  • Cora
  • KarateClub
  • MetrLA
  • MovieLens
  • OGBDataset
  • OrganicMaterialsDB
  • PemsBay
  • Planetoid
  • PolBlogs
  • Pubmed
  • Reddit
  • TemporalBrains
  • Traffic
  • TuDataset
  • WindmillEnergy
  • GNNBenchmarkDataset
  • NELL
  • CitationFull
  • CoraFull
  • Coauthor
  • Amazon
  • Reddit2
  • Flickr
  • Yelp
  • AmazonProducts
  • QM7b
  • QM9
  • MD17
  • ZINC
  • AQSOL
  • MoleculeNet
  • PCQM4Mv2
  • Entities
  • RelLinkPredDataset
  • GEDDataset
  • AttributedGraphDataset
  • MNISTSuperpixels
  • FAUST
  • DynamicFAUST
  • ShapeNet
  • ModelNet
  • CoMA
  • SHREC2016
  • TOSCA
  • PCPNetDataset
  • S3DIS
  • GeometricShapes
  • BitcoinOTC
  • GDELTLite
  • ICEWS18
  • GDELT
  • WILLOWObjectClass
  • PascalVOCKeypoints
  • PascalPF
  • SNAPDataset
  • SuiteSparseMatrixCollection
  • WordNet18
  • WordNet18RR
  • FB15k_237
  • WikiCS
  • WebKB
  • WikipediaNetwork
  • HeterophilousGraphDataset
  • Actor
  • UPFD
  • GitHub
  • FacebookPagePage
  • LastFMAsia
  • DeezerEurope
  • GemsecDeezer
  • Twitch
  • Airports
  • LRGBDataset
  • MalNetTiny
  • OMDB
  • PolBlogs
  • EmailEUCore
  • LINKXDataset
  • EllipticBitcoinDataset
  • EllipticBitcoinTemporalDataset
  • DGraphFin
  • HydroNet
  • AirfRANS
  • JODIEDataset
  • Wikidata5M
  • MyketDataset
  • BrcaTcga
  • NeuroGraphDataset
  • DBP15K
  • AMiner
  • OGB_MAG
  • DBLP
  • MovieLens
  • MovieLens100K
  • MovieLens1M
  • IMDB
  • LastFM
  • HGBDataset
  • Taobao
  • IGMCDataset
  • AmazonBook
  • HM
  • OSE_GVCS
  • RCDD
  • OPFDataset
  • CornellTemporalHyperGraphDataset
  • FakeDataset
  • FakeHeteroDataset
  • StochasticBlockModelDataset
  • RandomPartitionGraphDataset
  • MixHopSyntheticDataset
  • ExplainerDataset
  • InfectionDataset
  • BA2MotifDataset
  • BAMultiShapesDataset
  • BAShapes

We can assign priorities to the ones that are most commonly used and start with those?