Differences
This shows you the differences between two versions of the page.
staff:morris:graphkerneldatasets [2020-01-14 13:49] |
staff:morris:graphkerneldatasets [2020-03-20 23:45] |
||
---|---|---|---|
Line 1: | Line 1: | ||
+ | <WRAP warning box 100% center round 60% > | ||
+ | <color #ed1c24>**The website is now located at [[http://graphlearning.io]]**</color> | ||
+ | </WRAP> | ||
+ | |||
+ | |||
+ | |||
===== Benchmark Data Sets for Graph Kernels ===== | ===== Benchmark Data Sets for Graph Kernels ===== | ||
Line 7: | Line 13: | ||
<WRAP center round tip 60%> | <WRAP center round tip 60%> | ||
+ | * **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]. | ||
Line 26: | Line 33: | ||
^ | |//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]]| | ||
Line 134: | Line 144: | ||
^//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 ==== | ||
Line 167: | Line 177: | ||
</WRAP> | </WRAP> | ||
+ | ==== 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 ==== | ||
Line 258: | Line 271: | ||
[28] [[https://sites.cs.ucsb.edu/~xyan/dataset.htm|Chemical DataSets]] | [28] [[https://sites.cs.ucsb.edu/~xyan/dataset.htm|Chemical DataSets]] | ||
+ | |||
+ | [29] [[https://arxiv.org/abs/1906.09427|Alchemy: A Quantum Chemistry Dataset for Benchmarking AI Models]] | ||
+ | |||
==== Contact ==== | ==== Contact ==== |