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staff:morris:graphkerneldatasets [2020-01-14 13:49]
staff:morris:graphkerneldatasets [2020-03-20 23:45]
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 +<color #​ed1c24>​**The website is now located at [[http://​graphlearning.io]]**</​color>​
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 ===== Benchmark Data Sets for Graph Kernels ===== ===== Benchmark Data Sets for Graph Kernels =====
  
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 +  * **02.03.2020:​** Added three new data sets from [29].
   * **14.01.2020:​** Added twenty-four new data sets from [24].   * **14.01.2020:​** Added twenty-four new data sets from [24].
   * **28.08.2019:​** Added twenty-two new data sets from [28].   * **28.08.2019:​** Added twenty-two new data sets from [28].
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 ^         ​| ​         |//Num. of Graphs//​|//​Num. of Classes//​|//​Avg. Number of Nodes//​|//​Avg. Number of Edges//​|//​Node Labels//​|//​Edge Labels//​|//​Node Attr. (Dim.)//​|//​Edge Attr. (Dim.)//| ^         ​| ​         |//Num. of Graphs//​|//​Num. of Classes//​|//​Avg. Number of Nodes//​|//​Avg. Number of Edges//​|//​Node Labels//​|//​Edge Labels//​|//​Node Attr. (Dim.)//​|//​Edge Attr. (Dim.)//|
 ^AIDS|[16,​17]| 2000 |2|15.69|16.20|+|+|+ (4)|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​AIDS.zip|AIDS]]| ^AIDS|[16,​17]| 2000 |2|15.69|16.20|+|+|+ (4)|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​AIDS.zip|AIDS]]|
 +^alchemy_dev|[29]| 99776 |R (12)|9.71|10.02|+|+|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​alchemy_dev.zip|alchemy_dev]]|
 +^alchemy_test|[29]| 15760 |--|11.25|11.76|+|+|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​alchemy_test.zip|alchemy_test]]|
 +^alchemy_valid|[29]| 3951 |R (12)|11.25|11.77|+|+|--|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​alchemy_valid.zip|alchemy_valid]]|
 ^BZR|[7]| 405 |2|35.75|38.36|+|--|+ (3)|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​BZR.zip|BZR]]| ^BZR|[7]| 405 |2|35.75|38.36|+|--|+ (3)|--|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​BZR.zip|BZR]]|
 ^BZR_MD|[7,​23]| 306 |2|21.30|225.06|+|+|--|+ (1)|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​BZR_MD.zip|BZR_MD]]| ^BZR_MD|[7,​23]| 306 |2|21.30|225.06|+|+|--|+ (1)|[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​BZR_MD.zip|BZR_MD]]|
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 ^//All Data Sets// | |||||||||[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​DS_all.zip|DS_all]]| ^//All Data Sets// | |||||||||[[https://​ls11-www.cs.tu-dortmund.de/​people/​morris/​graphkerneldatasets/​DS_all.zip|DS_all]]|
  
 +R(N) are regression datasets with N tasks per graph.
 ==== File Format ==== ==== File Format ====
  
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 +==== Deep Learning Libraries ====
 +
 +The datasets can also be accessed using [[https://​pytorch-geometric.readthedocs.io/​en/​latest/​modules/​datasets.html|PyTorch Geometric]] and the [[https://​docs.dgl.ai/​api/​python/​data.html|Deep Graph Library]].
  
 ==== Citing this Website ==== ==== Citing this Website ====
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 [28] [[https://​sites.cs.ucsb.edu/​~xyan/​dataset.htm|Chemical DataSets]] [28] [[https://​sites.cs.ucsb.edu/​~xyan/​dataset.htm|Chemical DataSets]]
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 +[29] [[https://​arxiv.org/​abs/​1906.09427|Alchemy:​ A Quantum Chemistry Dataset for Benchmarking AI Models]]
 +
  
 ==== Contact ==== ==== Contact ====
 
Last modified: 2020-03-20 23:45 (external edit)
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