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Repo Health — Known Baseline

Last updated: 2026-03-06 Next review: 2026-04-05

Items listed here are known and accepted by the team. The health check workflow will classify these as "baselined" rather than "new" findings.

Baselined Issues

# Title Reason Baselined
#5805 MKLImports PDB not included with packages Known packaging tech debt (P0, open since 2021) 2026-03-06
#7447 Legacy images need to be updated Tracked infra work (P1) 2026-03-06
#6588 Error for linux-arm/arm64 processor targets Known platform limitation (P1, open since 2023) 2026-03-06
#6370 Exposing the tree for multiclass classification Feature request backlog (P1, open since 2022) 2026-03-06
#6353 CreateEnumerable fails in VS FSI but works in notebook Known environment issue (P1, open since 2022) 2026-03-06
#5798 Add substitutes for IntelMKL methods for non-x86/x64 Known platform tech debt (P1, open since 2021) 2026-03-06
#5744 Memory leak Known tech debt (P1, open since 2021) 2026-03-06
#5587 Migrate to VSTest for all Unit Tests Tracked migration work (P1, open since 2021) 2026-03-06
#5569 OMP Error #15 in Image Classification with AutoML Known OMP conflict (P1, open since 2020) 2026-03-06
#5566 SVMLightLoader fails above 128 dense rows Known loader limitation (P1, open since 2020) 2026-03-06
#4210 TensorFlow scoring sample should pass empty dataview Known sample issue (P1, open since 2019) 2026-03-06
#4145 mlnet generated projects don't include cs files Known CLI tooling issue (P1, open since 2019) 2026-03-06
#3988 CustomMappingEstimator save/load issues Known serialization limitation (P1, open since 2019) 2026-03-06
#3766 GetFeatureWeights categorical splits support Feature gap (P1, open since 2019) 2026-03-06
#3701 How to inspect OneVersusAll models API gap (P1, open since 2019) 2026-03-06
#3684 AutoML: Allow serialized IDataView input Feature request (P1, open since 2019) 2026-03-06
#2774 OneHotEncoding Bin mode wrong dimension Known bug (P1, open since 2019) 2026-03-06
#2467 OvaModelParameters not strongly-typed API design debt (P1, open since 2019) 2026-03-06
#2185 KeyToVectorMappingEstimator schema conditions Known bug (P1, open since 2019) 2026-03-06
#2167 GAM Trainer models depend on feature flocks Known design issue (P1, open since 2019) 2026-03-06
#1990 Vector length 0 as missing value is problematic Known data type issue (P1, open since 2019) 2026-03-06
#1004 Consistency issue with LdaTransform Known transform bug (P1, open since 2018) 2026-03-06
#765 Add Reshape Transform Feature request (P1, open since 2018) 2026-03-06
#590 Cannot combine OneVersusAll with FFMM Known trainer limitation (P1, open since 2018) 2026-03-06

Baselined PRs

# Title Reason Baselined
#7416 Update TorchSharp to 0.105.0 Dependency update in progress (open since Mar 2025) 2026-03-06
#7406 [GenAI] Use BitsAndBytes for 4bit quantization Feature work in progress (open since Mar 2025) 2026-03-06
#7094 Add support for Apache.Arrow.Types.Decimal128Type Community contribution awaiting review (open since Mar 2024) 2026-03-06
#6749 Update Projects to .NET 8 in MLNET 4.0 Branch Long-running migration (open since Jun 2023) 2026-03-06
#6664 (WIP) Generic DataFrame Math Work in progress (open since May 2023) 2026-03-06
#6449 Add DataViewSchema overloads to ConvertToOnnx Community contribution awaiting review (open since Nov 2022) 2026-03-06

Baselined Pipeline Failures

Pipeline Failure Reason Baselined
(none detected — AzDO pipeline status requires PAT to query) Check after first run with AZDO_PAT configured 2026-03-06

Review Policy

  • Re-evaluate this file every 30 days
  • Remove items when they are resolved
  • Add date when baselining new items
  • If an item has been baselined > 90 days, escalate it