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Add IndexToMask and MaskToIndex transforms #5375

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merged 11 commits into from Sep 15, 2022

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hatemhelal
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Both of these transforms will try to infer the right attributes to convert.

  • MaskToIndex matches any attributes that end with _mask
  • IndexToMask matches any attributes that end with _indices.

For the latter case, it would be a problem to automatically convert edge_index so I went with this suffix.

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codecov bot commented Sep 7, 2022

Codecov Report

Merging #5375 (faf5e97) into master (36244de) will increase coverage by 0.05%.
The diff coverage is 96.55%.

@@            Coverage Diff             @@
##           master    #5375      +/-   ##
==========================================
+ Coverage   83.39%   83.45%   +0.05%     
==========================================
  Files         347      348       +1     
  Lines       18849    18907      +58     
==========================================
+ Hits        15720    15778      +58     
  Misses       3129     3129              
Impacted Files Coverage Δ
torch_geometric/transforms/mask.py 96.49% <96.49%> (ø)
torch_geometric/transforms/__init__.py 100.00% <100.00%> (ø)
torch_geometric/data/storage.py 82.07% <0.00%> (+0.31%) ⬆️
torch_geometric/utils/mask.py 100.00% <0.00%> (+9.09%) ⬆️

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@hatemhelal hatemhelal marked this pull request as ready for review September 7, 2022 19:28
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@rusty1s rusty1s left a comment

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This mostly looks good, thank you! Left some nitpicky comments. One thing I would like to add is HeteroData support. If this is too much to handle, we can add it in a follow-up PR.

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torch_geometric/transforms/mask.py Outdated Show resolved Hide resolved
torch_geometric/transforms/mask.py Outdated Show resolved Hide resolved
torch_geometric/transforms/mask.py Outdated Show resolved Hide resolved
torch_geometric/transforms/mask.py Outdated Show resolved Hide resolved
test/transforms/test_index_to_mask.py Outdated Show resolved Hide resolved
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rusty1s commented Sep 9, 2022

Hey @hatemhelal. Can you give me write access to your fork/your PR?

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Thank you!

@rusty1s rusty1s merged commit b1af4c5 into pyg-team:master Sep 15, 2022
@hatemhelal hatemhelal deleted the masking-transforms branch September 21, 2022 19:05
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