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@shenyangHuang shenyangHuang commented Nov 14, 2025

Summary / Description

Implemented the EvolveGCN from PyG Temporal.

EvolveGCNO works on tgbn-trade , around 38% val (best val) and 35% test NCDG after 100 epochs

Related Issues: # (issue number)

Type of Change

  • New feature

Test Evidence

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  • Unit tests
  • Integration tests

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@shenyangHuang shenyangHuang linked an issue Nov 14, 2025 that may be closed by this pull request
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codecov bot commented Nov 14, 2025

Codecov Report

❌ Patch coverage is 97.93814% with 2 lines in your changes missing coverage. Please review.

Files with missing lines Patch % Lines
tgm/nn/encoder/evolvegcn.py 97.89% 2 Missing ⚠️

📢 Thoughts on this report? Let us know!

@shenyangHuang shenyangHuang marked this pull request as ready for review November 15, 2025 17:19
@shenyangHuang
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Code runs, but performance doesn't match TGB leaderboard yet, could have connection to changes from PyG since UTG project, continue to debug in the future.

@shenyangHuang
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will address in the future, welcome contributions too.

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