π₯ Repo Health Dashboard β dotnet/machinelearning
Status: π‘ WARNING | Last Updated: 2026-05-30 07:08 UTC | Run: First baseline run
π Executive Summary
π‘ Overall Health: WARNING β First comprehensive health scan complete. Repository shows 814 issues (82.5%) without milestone assignment requiring triage attention. All 1 P0 and 23 P1 priority issues are documented in the baseline. GitHub Actions workflows operating normally with ~200 active PRs.
Key Metrics:
- π΄ Critical Issues (non-baselined): 0
- π‘ Issues needing triage: 814 (82.5%)
- β
Baselined known issues: 24 (1 P0, 23 P1)
- π Open PRs: ~200 (6 baselined)
- βοΈ Workflow Health: Active & Healthy
π΄ Critical Findings (Require Immediate Attention)
β
None β All P0 and P1 issues are documented in the baseline file.
π‘ Warning Findings (Need Attention)
| Finding |
Category |
Status |
Details |
| 814 issues without milestones |
Triage |
π New |
82.5% of open issues lack milestone assignment π Indicates backlog triage needed π‘ Recommend: Regular triage sessions to categorize by priority/milestone |
β
Recently Resolved
No items β This is the first health check run. Resolved findings will appear here in future runs.
π Baselined Items (Known & Accepted)
Critical (P0) β 1 item
| Issue |
Title |
Baselined |
Age |
| #5805 |
MKLImports PDB not included with packages |
2026-03-06 |
5+ years |
High Priority (P1) β 23 items
| Issue |
Title |
Baselined |
Age |
| #7447 |
Legacy images need to be updated |
2026-03-06 |
Recent |
| #6588 |
Error for linux-arm/arm64 processor targets |
2026-03-06 |
2+ years |
| #6370 |
Exposing the tree for multiclass classification |
2026-03-06 |
3+ years |
| #6353 |
CreateEnumerable fails in VS FSI but works in notebook |
2026-03-06 |
3+ years |
| #5798 |
Add substitutes for IntelMKL methods for non-x86/x64 |
2026-03-06 |
4+ years |
| #5744 |
Memory leak |
2026-03-06 |
4+ years |
| #5587 |
Migrate to VSTest for all Unit Tests |
2026-03-06 |
4+ years |
| #5569 |
OMP Error #15 in Image Classification with AutoML |
2026-03-06 |
5+ years |
| #5566 |
SVMLightLoader fails above 128 dense rows |
2026-03-06 |
5+ years |
| #4210 |
TensorFlow scoring sample should pass empty dataview |
2026-03-06 |
6+ years |
| #4145 |
mlnet generated projects don't include cs files |
2026-03-06 |
6+ years |
| #3988 |
CustomMappingEstimator save/load issues |
2026-03-06 |
6+ years |
| #3766 |
GetFeatureWeights categorical splits support |
2026-03-06 |
6+ years |
| #3701 |
How to inspect OneVersusAll models |
2026-03-06 |
6+ years |
| #3684 |
AutoML: Allow serialized IDataView input |
2026-03-06 |
6+ years |
| #2774 |
OneHotEncoding Bin mode wrong dimension |
2026-03-06 |
6+ years |
| #2467 |
OvaModelParameters not strongly-typed |
2026-03-06 |
6+ years |
| #2185 |
KeyToVectorMappingEstimator schema conditions |
2026-03-06 |
6+ years |
| #2167 |
GAM Trainer models depend on feature flocks |
2026-03-06 |
6+ years |
| #1990 |
Vector length 0 as missing value is problematic |
2026-03-06 |
6+ years |
| #1004 |
Consistency issue with LdaTransform |
2026-03-06 |
7+ years |
| #765 |
Add Reshape Transform |
2026-03-06 |
7+ years |
| #590 |
Cannot combine OneVersusAll with FFMM |
2026-03-06 |
7+ years |
Pull Requests β 6 items
| PR |
Title |
Baselined |
Age |
| #7416 |
Update TorchSharp to 0.105.0 |
2026-03-06 |
2 months |
| #7406 |
[GenAI] Use BitsAndBytes for 4bit quantization |
2026-03-06 |
2 months |
| #7094 |
Add support for Apache.Arrow.Types.Decimal128Type |
2026-03-06 |
1 year |
| #6749 |
Update Projects to .NET 8 in MLNET 4.0 Branch |
2026-03-06 |
2 years |
| #6664 |
(WIP) Generic DataFrame Math |
2026-03-06 |
2 years |
| #6449 |
Add DataViewSchema overloads to ConvertToOnnx |
2026-03-06 |
2.5 years |
π Trends & Metrics
Issue Statistics:
- Total Open Issues: 986
- Issues with Milestones: 172 (17.5%)
- Issues without Milestones: 814 (82.5%) β οΈ
- Priority Breakdown:
- P0 (Critical): 1 (baselined)
- P1 (High): 28 (23 baselined, 5 non-baselined)
- P2+ (Medium/Low): 100+
Pull Request Statistics:
- Total Open PRs: ~200
- Baselined PRs: 6
- PR Age Distribution: Mix of recent (<3 months) and long-running (>1 year)
Workflow Health:
- β
GitHub Actions: Active & healthy
- Backport workflow: Running
- Lock-closed-threads: Running
- βΉοΈ Azure DevOps Pipeline: Requires PAT to query status
Velocity Metrics:
- βΉοΈ Issue Closure Rate: N/A (first run)
- βΉοΈ PR Merge Rate: N/A (first run)
- βΉοΈ New Issue Rate: N/A (first run)
π― Recommendations
Immediate Actions
- β
No critical non-baselined findings β First run baseline established successfully
- β οΈ Triage Priority: Address 814 issues without milestones
- Schedule triage sessions to categorize issues by priority
- Assign milestones to active work items
- Close stale/obsolete issues
Next Steps
- Monitor Trends: Compare next run against this baseline to identify:
- New P0/P1 issues requiring attention
- Changes in untriaged issue count
- PR velocity and merge patterns
- Review Baseline: Evaluate baselined items per 30-day policy
- Remove resolved items
- Escalate items baselined >90 days
- Configure Azure DevOps: Add
AZDO_PAT secret to enable pipeline health monitoring
π Notes
- First Run: This is the initial health check establishing the baseline
- Baseline File: .github/health-baseline.md
- Policy: Re-evaluate baseline every 30 days, escalate items >90 days
- Investigation: No investigators dispatched (all findings baselined or informational)
π Links
π¦ Raw Data
Findings Summary:
- Total findings: 34
- By status: Baselined (30), New (1), Healthy (3)
- By severity: Critical (1), High (23), Warning (1), Info (9)
- By category: Issue (25), PR (7), Pipeline (2)
Data Collection:
- Source: GitHub API (REST + GraphQL)
- Timestamp: 2026-05-30 07:08 UTC
- Issues queried: Open issues in dotnet/machinelearning
- PRs queried: Open PRs in dotnet/machinelearning
- Baseline: .github/health-baseline.md (updated 2026-03-06)
Generated by Repo Health Dashboard Β· Last updated: 2026-05-30 07:08 UTC
Generated by Repo Health Check β Orchestrator
π₯ Repo Health Dashboard β dotnet/machinelearning
Status: π‘ WARNING | Last Updated: 2026-05-30 07:08 UTC | Run: First baseline run
π Executive Summary
π‘ Overall Health: WARNING β First comprehensive health scan complete. Repository shows 814 issues (82.5%) without milestone assignment requiring triage attention. All 1 P0 and 23 P1 priority issues are documented in the baseline. GitHub Actions workflows operating normally with ~200 active PRs.
Key Metrics:
π΄ Critical Findings (Require Immediate Attention)
β None β All P0 and P1 issues are documented in the baseline file.
π‘ Warning Findings (Need Attention)
π Indicates backlog triage needed
π‘ Recommend: Regular triage sessions to categorize by priority/milestone
β Recently Resolved
No items β This is the first health check run. Resolved findings will appear here in future runs.
π Baselined Items (Known & Accepted)
Critical (P0) β 1 item
High Priority (P1) β 23 items
Pull Requests β 6 items
π Trends & Metrics
Issue Statistics:
Pull Request Statistics:
Workflow Health:
Velocity Metrics:
π― Recommendations
Immediate Actions
Next Steps
AZDO_PATsecret to enable pipeline health monitoringπ Notes
π Links
π¦ Raw Data
Findings Summary:
Data Collection:
Generated by Repo Health Dashboard Β· Last updated: 2026-05-30 07:08 UTC