Fix Issue 401 Error#448

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ooples wants to merge 12 commits intomasterfrom

claude/fix-issue-401-011CUw2PdjV8WHcpjT2wAkpr

Commits on Nov 8, 2025

Expand Graph Neural Networks beyond GCN (Issue #401)
claude
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Commits on Nov 15, 2025

Commits on Nov 16, 2025

fix: implement proper gradient computation for graphattentionlayer training
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fix: exclude graphconvolutionallayer from lora wrapping to prevent api breakage
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fix: apply dropout to attention coefficients and clear cached transformed features

ooples
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claude
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fix: only apply dropout during training mode to prevent inference degradation

ooples
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claude
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fix: resolve merge conflict with master - add both igraphconvolutionlayer and iauxiliarylossayer interfaces

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claude
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refactor: extract sageaggregatortype enum to its own file

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claude
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Add Message Passing Framework and Advanced GNN Architectures (Issue #401 - Part 2)
claude
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Complete Advanced GNN Architectures (Issue #401 - Phase 1 Complete)
claude
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Add Graph Learning Task Frameworks and Dataset Support (Issue #401 - Part 3)
claude
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