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[Model] Implemented SubgraphX Explainer for Homogeneous graph #5315

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merged 16 commits into from
Feb 23, 2023
Merged

[Model] Implemented SubgraphX Explainer for Homogeneous graph #5315

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1e03ce0
subgraphx commit
Feb 17, 2023
34d5dbf
nits
Feb 17, 2023
fb6f33b
newline eof added
Feb 20, 2023
a778680
Merge branch 'master' into master
kunmukh Feb 20, 2023
920997e
lint fix
Feb 20, 2023
ef74239
Merge branch 'master' of https://github.com/syssec-utd/dgl-1
Feb 20, 2023
db9348c
Merge branch 'master' into master
kunmukh Feb 20, 2023
95d80ef
test script updated to use default values
Feb 20, 2023
1d38902
lint fix
Feb 20, 2023
20c9215
Merge branch 'master' into master
kunmukh Feb 21, 2023
69d7552
graphs that are used for test cases are updated to a small graph
Feb 21, 2023
f4b6442
lint formatted
Feb 21, 2023
5dcc863
test paramter adj to complete the test under 20s
Feb 22, 2023
689ae98
Merge branch 'master' into master
kunmukh Feb 22, 2023
b5e632a
lint fixes
Feb 22, 2023
87fb666
Merge branch 'master' of https://github.com/syssec-utd/dgl-1
Feb 22, 2023
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test paramter adj to complete the test under 20s
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kxm180046 committed Feb 22, 2023
commit 5dcc863835f6ef70bdcd003aac72c46259bdb468
2 changes: 1 addition & 1 deletion tests/python/pytorch/nn/test_nn.py
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Expand Up @@ -1625,7 +1625,7 @@ def forward(self, g, h):

model = Model(feat.shape[1], n_classes)
model = model.to(ctx)
explainer = nn.SubgraphX(model, num_hops=1)
explainer = nn.SubgraphX(model, num_hops=1, shapley_steps=20, num_rollouts=5, coef=2.0)
explainer.explain_graph(g, feat, target_class=0)


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