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RDL: Native Support for RelBench Datasets

enhancementNew feature or requestNew feature or request

ioRelated to input ops for graph constructionRelated to input ops for graph construction

Status: Open.

#35 In tgm-team/tgm;

· Jacob-Chmura opened on Jun 17, 2025

Create TGM NN Base Class to Unify Encoder/Decoders

DGHooksRelated to hooks or hook managementRelated to hooks or hook management

enhancementNew feature or requestNew feature or request

nnLibrary network layersLibrary network layers

Status: Open.

#302 In tgm-team/tgm;

· Jacob-Chmura opened on Oct 4, 2025

Support torch-sparse, torch-scatter

Status: Open.

#360 In tgm-team/tgm;

· ntgbaoo opened on Dec 24, 2025

Non-gradient stateful hooks

enhancementNew feature or requestNew feature or request

Status: Open.

#376 In tgm-team/tgm;

· ekmpa opened on Jan 7, 2026

Enhance on NegativeEdgeSamplerHook

enhancementNew feature or requestNew feature or request

Status: Open.

#370 In tgm-team/tgm;

· ntgbaoo opened on Dec 31, 2025

Advanced Data Split Strategies

Status: Open.

#159 In tgm-team/tgm;

· shenyangHuang opened on Aug 20, 2025

TGTalker as example of LLM for temporal graph data in TGM

enhancementNew feature or requestNew feature or request

Status: Open.

Feature

#356 In tgm-team/tgm;

· shenyangHuang opened on Dec 23, 2025

Doc Update

documentationImprovements or additions to documentationImprovements or additions to documentation

Status: Open.

#399 In tgm-team/tgm;

· shenyangHuang opened on Apr 1, 2026

Vectorized edgebank

Status: Open (in progress).

tgm-team/tgmnumber 404

#404 In tgm-team/tgm;

· ntgbaoo opened on May 6, 2026

Historical sampling to NegativeSampler

enhancementNew feature or requestNew feature or request

Status: Open.

#405 In tgm-team/tgm;

· ntgbaoo opened on May 9, 2026

Recency Sampler silently drops historical neighbors on dense graphs (degree >> buffer_size)

DGHooksRelated to hooks or hook managementRelated to hooks or hook management

Status: Open.

Task

#413 In tgm-team/tgm;

· Postroggy opened on May 28, 2026