Explainability Infection Benchmark

[zechengz]

This PR implements Infection benchmark dataset as mentioned in #5817

Checklist

• CHANGELOG
• Documentation

[codecov]

Codecov Report

Merging #6222 (1f3286b) into master (bc55ff1) will decrease coverage by 1.86%.
The diff coverage is n/a.

❗ Current head 1f3286b differs from pull request most recent head b7a4f59. Consider uploading reports for the commit b7a4f59 to get more accurate results

@@            Coverage Diff             @@
##           master    #6222      +/-   ##
==========================================
- Coverage   86.38%   84.51%   -1.87%     
==========================================
  Files         376      372       -4     
  Lines       20942    20805     -137     
==========================================
- Hits        18090    17584     -506     
- Misses       2852     3221     +369     

Impacted Files	Coverage Δ
torch_geometric/nn/models/dimenet_utils.py	0.00% <0.00%> (-75.52%)	⬇️
torch_geometric/nn/models/dimenet.py	14.90% <0.00%> (-52.76%)	⬇️
torch_geometric/profile/profile.py	33.33% <0.00%> (-25.39%)	⬇️
torch_geometric/nn/conv/utils/typing.py	83.75% <0.00%> (-15.00%)	⬇️
torch_geometric/nn/pool/asap.py	92.10% <0.00%> (-7.90%)	⬇️
torch_geometric/nn/inits.py	67.85% <0.00%> (-7.15%)	⬇️
torch_geometric/resolver.py	82.75% <0.00%> (-6.90%)	⬇️
torch_geometric/nn/dense/linear.py	85.40% <0.00%> (-5.91%)	⬇️
torch_geometric/transforms/add_self_loops.py	94.44% <0.00%> (-5.56%)	⬇️
torch_geometric/nn/models/attentive_fp.py	95.83% <0.00%> (-4.17%)	⬇️
... and 41 more

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[RexYing]

Thanks! Overall it looks good to me. Just a few clarification questions.

[RBendias]

Thank you so much for adding this. It looks good to me. In general, I noticed that the description of the arguments (seeds, max_path_lenght and num_infected) do not include the information that if a list is provided, that this list needs to be as long as the number of graphs and that each element is used per graph.

[RBendias]

Why not using a default here as well?

[zechengz]

Thanks @rusty1s @RBendias @RexYing !