🏥 Repo Health Dashboard — dotnet/machinelearning

[github-actions]

⚠️ Overall Status: WARNING

Last Updated: 2026-06-16 07:49 UTC | Run: #27602431292 | AzDO: Skipped (no AZDO_PAT)

Executive Summary

Repo health is stable at Warning level — no new or resolved findings since yesterday. The blocking-clean-ci issue #6978 (TorchSharp QA test OOM) saw activity today at 07:00 UTC, suggesting active triage. The untriaged issue backlog (221+) and no-milestone count (821+) remain structural concerns without meaningful change.

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🟡 Warning Findings

ID	Fingerprint	Status	Days	Summary
1	I3-untriaged	📌 EXISTING	6	221+ open issues with untriaged label — triage backlog
2	I2-no-milestone	📌 EXISTING	6	821+ open issues without milestone — triage process gap
3	P5-stale-prs	📌 EXISTING	5	Stale PRs >30 days (e.g., #7609 arm64 SymSgd)
4	C5-blocking-ci-6978	📌 EXISTING	1	#6978 TorchSharp QATests OOM/kill (blocking-clean-ci) — active today

📋 Baselined Findings

ID	Fingerprint	Status	Summary
1	I1-P0-5805	📋 BASELINED	#5805 MKLImports PDB missing — known tech debt, tracked in .github/health-baseline.md

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📊 Key Metrics

Metric	2026-06-15	2026-06-16	Trend
P0 Issues	1	1	→
P1 Issues	23	23	→
Open Bugs	~59	~60	↑
Open PRs	~10	~10	→
Untriaged Issues	221+	221+	→
No-milestone Issues	821+	821+	→
GitHub Actions (backport/locker)	✅	✅	→
AzDO Pipelines	N/A	N/A	—

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🔎 Notable Issues

• Microsoft.ML.TorchSharp.Tests.QATests.TestSimpleQA followed by process killed / return 137 #6978 [blocking-clean-ci] Microsoft.ML.TorchSharp.Tests.QATests.TestSimpleQA — process OOM/killed (exit 137) in CI. Updated today at 07:00 UTC.
• SdcaLogisticRegression test fails on macOS ARM64 Release — LogLoss exceeds 0.5 threshold #7600 [bug, untriaged] SdcaLogisticRegression test failure on macOS ARM64 Release (LogLoss > 0.5 threshold). Filed 2026-03-20.
• DetectEntireAnomalyBySrCnn - No anomalies detected as of version 1.5.4 or greater #5891 [bug, P2, in-pr] DetectEntireAnomalyBySrCnn no anomalies detected since v1.5.4 — PR in progress, last updated 2026-05-05.

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🚦 CI Health

Workflow	Last Run	Result
backport.yml	Latest	✅ skipped (no backport requested)
locker.yml	Latest	✅ success
AzDO vsts-ci	—	⚠️ AZDO_PAT not configured — skipped

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This dashboard is auto-updated by the repo-health workflow. Baseline exceptions tracked in .github/health-baseline.md.

Note

🔒 Integrity filter blocked 139 items

The following items were blocked because they don't meet the GitHub integrity level.

• Error: "Microsoft.ML currently supports 'x64' and 'x86' processor" when target runtime is *linux-arm* or *linux-arm64* #6588 list_issues: has lower integrity than agent requires. The agent cannot read data with integrity below "approved".
• Exposing the tree for multiclass classification #6370 list_issues: has lower integrity than agent requires. The agent cannot read data with integrity below "approved".
• CreateEnumerable code fails in Visual Studio FSI but works in .NET Interactive notebook? #6353 list_issues: has lower integrity than agent requires. The agent cannot read data with integrity below "approved".
• Add substitutes for 4 IntelMKL methods so SymSgd can be added to non x86/x64 builds #5798 list_issues: has lower integrity than agent requires. The agent cannot read data with integrity below "approved".
• Memory leak  #5744 list_issues: has lower integrity than agent requires. The agent cannot read data with integrity below "approved".
• Migrate to VSTest for all Unit Tests #5587 list_issues: has lower integrity than agent requires. The agent cannot read data with integrity below "approved".
• OMP: Error #15: Initializing libiomp5.dylib in Image Classification with AutoML #5569 list_issues: has lower integrity than agent requires. The agent cannot read data with integrity below "approved".
• SVMLightLoader Fails above 128 dense rows #5566 list_issues: has lower integrity than agent requires. The agent cannot read data with integrity below "approved".
• TensorFlow scoring sample should pass an empty dataview #4210 list_issues: has lower integrity than agent requires. The agent cannot read data with integrity below "approved".
• mlnet's generated projects don't include the cs files #4145 list_issues: has lower integrity than agent requires. The agent cannot read data with integrity below "approved".
• Troubles with CustomMappingEstimator after save/load because InputSchemaDefinition is not being saved. #3988 list_issues: has lower integrity than agent requires. The agent cannot read data with integrity below "approved".
• Does GetFeatureWeights support categorical splits? #3766 list_issues: has lower integrity than agent requires. The agent cannot read data with integrity below "approved".
• How to inspect OneVersusAll models #3701 list_issues: has lower integrity than agent requires. The agent cannot read data with integrity below "approved".
• [AutoML] Allow to use serialized IDataView as an input #3684 list_issues: has lower integrity than agent requires. The agent cannot read data with integrity below "approved".
• OvaModelParameters is not strongly-typed #2467 list_issues: has lower integrity than agent requires. The agent cannot read data with integrity below "approved".
• Conditions in KeyToVectorMappingEstimator.GetOutputSchema seem wrong #2185 list_issues: has lower integrity than agent requires. The agent cannot read data with integrity below "approved".
• ... and 123 more items

To allow these resources, lower min-integrity in your GitHub frontmatter:

tools:
  github:
    min-integrity: approved  # merged | approved | unapproved | none

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