* subgraphx commit
* nits
* newline eof added
* lint fix
* test script updated to use default values
* lint fix
* graphs that are used for test cases are updated to a small graph
* lint formatted
* test paramter adj to complete the test under 20s
* lint fixes
---------
Co-authored-by: kxm180046 <kxm180046@utdallas.edu>
* [Model] Heterogeneous graph support for GNNExplainer (#1)
* add HeteroGNNExplainer
* GNNExplainer for heterogeenous graph
* fix typo
* variable name cleanup
* added HeteroGNNExplainer test
* added doc indexing for HeteroGNNExplainer
* Update python/dgl/nn/pytorch/explain/gnnexplainer.py
Co-authored-by: Mufei Li <mufeili1996@gmail.com>
* Update python/dgl/nn/pytorch/explain/gnnexplainer.py
Co-authored-by: Mufei Li <mufeili1996@gmail.com>
* Update python/dgl/nn/pytorch/explain/gnnexplainer.py
Co-authored-by: Mufei Li <mufeili1996@gmail.com>
* Update python/dgl/nn/pytorch/explain/gnnexplainer.py
Co-authored-by: Mufei Li <mufeili1996@gmail.com>
* Update python/dgl/nn/pytorch/explain/gnnexplainer.py
Co-authored-by: Mufei Li <mufeili1996@gmail.com>
* Update python/dgl/nn/pytorch/explain/gnnexplainer.py
Co-authored-by: Mufei Li <mufeili1996@gmail.com>
* Update python/dgl/nn/pytorch/explain/gnnexplainer.py
Co-authored-by: Mufei Li <mufeili1996@gmail.com>
* Update python/dgl/nn/pytorch/explain/gnnexplainer.py
Co-authored-by: Mufei Li <mufeili1996@gmail.com>
* Update python/dgl/nn/pytorch/explain/gnnexplainer.py
Co-authored-by: Mufei Li <mufeili1996@gmail.com>
* Update python/dgl/nn/pytorch/explain/gnnexplainer.py
Co-authored-by: Mufei Li <mufeili1996@gmail.com>
* Update python/dgl/nn/pytorch/explain/gnnexplainer.py
Co-authored-by: Mufei Li <mufeili1996@gmail.com>
* Update python/dgl/nn/pytorch/explain/gnnexplainer.py
Co-authored-by: Mufei Li <mufeili1996@gmail.com>
* Update python/dgl/nn/pytorch/explain/gnnexplainer.py
Co-authored-by: Mufei Li <mufeili1996@gmail.com>
* Update gnnexplainer.py
Change DGLHeteroGraph to DGLGraph, and specified parameter inputs
* Added ntype parameter to the explainer_node call
* responding to @mufeili's comment regarding restoring empty lines at appriopiate places to be consistent with existing practices
* responding to @mufeili's comment regarding restoring empty lines at appriopiate places that were missed in the last commit
* docstring comments added based on @mufeili suggestions
* indorporated @mufeili requested changes related to docstring model declaration.
* example model and test_nn.py added for explain_graphs
* explain_nodes fixed and fixed the way hetero num nodes and edges are handled
* white spaces removed
* lint issues fixed
* explain_graph model updated
* explain nodes model updated
* minor fixes related to gpu compatability
* cuda support added
* simplify WIP
* _init_masks for ennexplainer updated to match heterographs
* Update
* model simplified and docstring comments updated
* nits: docstring udpated
* lint check issues updated
* lint check updated
* soem formatting updated
* disabling int32 testing for GNNExplainer
* Update
Co-authored-by: Kangkook Jee <kangkook.jee@gmail.com>
Co-authored-by: ahadjawaid <94938815+ahadjawaid@users.noreply.github.com>
Co-authored-by: Mufei Li <mufeili1996@gmail.com>
Co-authored-by: kxm180046 <kxm180046@utdallas.edu>
Co-authored-by: Kunal Mukherjee <kunmukh@gmail.com>
Co-authored-by: Ubuntu <ubuntu@ip-172-31-9-26.ap-northeast-1.compute.internal>
Co-authored-by: Ubuntu <ubuntu@ip-172-31-36-188.ap-northeast-1.compute.internal>
Rhett Ying