Issues

• ECR / Docker Image with GConstruct to Partition Graph Issue

  awslabs/graphstorm#1379 · Filter by author javaid-manzoor-lc opened on Feb 13, 2026

• possible max_grad_norm implementation error

  awslabs/graphstorm#1366 · Filter by author robertreaney opened on Dec 12, 2025

• Need to handle the special case where users provide text node attributes but not used in model training.

  awslabs/graphstorm#1365 · Filter by author zhjwy9343 opened on Dec 10, 2025
  

• Questions on using GS Python API for inference with new graphs and subgraphs

  awslabs/graphstorm#1339 · Filter by author han-yue-1523 opened on Sep 23, 2025
  13

• [Real-time Inference] Real-time inference endpoints do NOT support trained LM Models

  0.5.1
  awslabs/graphstorm#1338 · Filter by author zhjwy9343 opened on Sep 15, 2025
  

• [SageMaker] Add more verbose error detection when calling boto3 function

  awslabs/graphstorm#1332 · Filter by author jalencato opened on Aug 29, 2025

• [GSProcessing] Put Entry Script inside the Docker to avoid version mismatch

  awslabs/graphstorm#1330 · Filter by author jalencato opened on Aug 27, 2025

• [gconstruct] Multi-column features should save indpendent transformation for each column

  Bug

  awslabs/graphstorm#1325 · Filter by author thvasilo opened on Aug 14, 2025 · 0.5.1 release

• How to include node type with both labeled and unlabeled members

  question
  awslabs/graphstorm#1324 · Filter by author robertreaney opened on Aug 13, 2025
  2

• GSConfig should not affect log level setting

  Bug

  awslabs/graphstorm#1323 · Filter by author thvasilo opened on Aug 11, 2025 · 0.5.1 release

• Move to using pyproject.toml to ensure compatibility after pip 25.3

  python
  awslabs/graphstorm#1318 · Filter by author thvasilo opened on Aug 6, 2025 · 0.6 release

• WARNING:root:remove_target_edge_type always showing up

  Bug

  awslabs/graphstorm#1308 · Filter by author thvasilo opened on Jul 23, 2025 · 0.5.1 release

• Potential issue with edge filtering during GConstruct

  Bug

  awslabs/graphstorm#1291 · Filter by author thvasilo opened on Jun 26, 2025 · 0.5.1 release
  1

• Add support for customized mask name for single tasks

  Feature

  awslabs/graphstorm#1274 · Filter by author Oxfordblue7 opened on May 14, 2025
  

• Learnable embeddings are not cleaned up when using top-k model parameter (related to SageMaker HPO)

  bug
  Bug

  awslabs/graphstorm#1252 · Filter by author thvasilo opened on Apr 16, 2025 · 0.5.1 release

• Enhance Link Prediction Workflow with Integrated Edge Scoring

  enhancementgood first issue
  awslabs/graphstorm#1244 · Filter by author enrique-formation opened on Apr 12, 2025
  3

• Clarify/make consistent expected prediction output shape for different loss functions

  0.4.2
  awslabs/graphstorm#1242 · Filter by author thvasilo opened on Apr 10, 2025 · 0.5.0 release
  1

  

• If a GSProcessing job fails at the re-partition step follow-up jobs fail without clear reason why

  0.5.1dist-partitiongsprocessing
  Bug

  awslabs/graphstorm#1238 · Filter by author thvasilo opened on Apr 4, 2025 · 0.5.1 release
  

• Support end of training in the middle of an epoch

  awslabs/graphstorm#1222 · Filter by author classicsong opened on Mar 24, 2025

• [GSProcessing] Add CSV/JSON input for GSProcessing Custom Split

  0.5
  awslabs/graphstorm#1219 · Filter by author jalencato opened on Mar 20, 2025

• [GSPartition] Failure running on AWS Batch for Parmetis

  awslabs/graphstorm#1218 · Filter by author jalencato opened on Mar 20, 2025
  1

• [Batch] Long process cleanup time at the end of training jobs

  batchclusterenhancement
  Task

  awslabs/graphstorm#1215 · Filter by author jalencato opened on Mar 17, 2025

• [SageMaker] Pipeline execution overrides user-defined SageMaker configuration when running locally

  0.5.1good first issuesagemaker
  Bug

  awslabs/graphstorm#1213 · Filter by author thvasilo opened on Mar 12, 2025 · 0.5.1 release
  

• Add support for creating inference-only SageMaker pipelines

  sagemaker
  Feature

  awslabs/graphstorm#1211 · Filter by author thvasilo opened on Mar 11, 2025 · 0.5.1 release
  

• Add relative increase criterion for early stopping

  enhancement
  Feature

  awslabs/graphstorm#1202 · Filter by author thvasilo opened on Mar 5, 2025