Add repo health check agentic workflows#7583

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JanKrivanek merged 1 commit into from
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Add repo health check agentic workflows #7583

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14 changes: 14 additions & 0 deletions .github/aw/actions-lock.json
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Original file line numberDiff line numberDiff line change
@@ -0,0 +1,14 @@
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"version": "v8",
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60 changes: 60 additions & 0 deletions .github/health-baseline.md
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Open in desktop
Original file line numberDiff line numberDiff line change
@@ -0,0 +1,60 @@
# 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
Loading
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Add repo health check agentic workflows#7583

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 Merged

JanKrivanek
merged 1 commit into

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Mar 6, 2026
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Add repo health check agentic workflows
#7583
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14 changes: 14 additions & 0 deletions
.github/aw/actions-lock.json

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Original file line numberDiff line numberDiff line change
@@ -0,0 +1,14 @@
{
 "entries": {
 "actions/github-script@v8": {
 "repo": "actions/github-script",
 "version": "v8",
 "sha": "ed597411d8f924073f98dfc5c65a23a2325f34cd"
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 "version": "v0.45.4",
 "sha": "ac090214a48a1938f7abafe132460b66752261af"
 }
 }
}

60 changes: 60 additions & 0 deletions
.github/health-baseline.md

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Open in desktop

Original file line numberDiff line numberDiff line change
@@ -0,0 +1,60 @@
# 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
Loading

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Add repo health check agentic workflows#7583

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 Merged

JanKrivanek
merged 1 commit into

from

Mar 6, 2026
 Merged


Add repo health check agentic workflows
#7583
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14 changes: 14 additions & 0 deletions
.github/aw/actions-lock.json

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Original file line numberDiff line numberDiff line change
@@ -0,0 +1,14 @@
{
 "entries": {
 "actions/github-script@v8": {
 "repo": "actions/github-script",
 "version": "v8",
 "sha": "ed597411d8f924073f98dfc5c65a23a2325f34cd"
 },
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 "repo": "github/gh-aw/actions/setup",
 "version": "v0.45.4",
 "sha": "ac090214a48a1938f7abafe132460b66752261af"
 }
 }
}

60 changes: 60 additions & 0 deletions
.github/health-baseline.md

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Open in desktop

Original file line numberDiff line numberDiff line change
@@ -0,0 +1,60 @@
# 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
Loading

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Skip to content
Add repo health check agentic workflows#7583

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 Merged

JanKrivanek
merged 1 commit into

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Mar 6, 2026
 Merged


Add repo health check agentic workflows
#7583
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14 changes: 14 additions & 0 deletions
.github/aw/actions-lock.json

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Open in desktop

Original file line numberDiff line numberDiff line change
@@ -0,0 +1,14 @@
{
 "entries": {
 "actions/github-script@v8": {
 "repo": "actions/github-script",
 "version": "v8",
 "sha": "ed597411d8f924073f98dfc5c65a23a2325f34cd"
 },
 "github/gh-aw/actions/setup@v0.45.4": {
 "repo": "github/gh-aw/actions/setup",
 "version": "v0.45.4",
 "sha": "ac090214a48a1938f7abafe132460b66752261af"
 }
 }
}

60 changes: 60 additions & 0 deletions
.github/health-baseline.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -0,0 +1,60 @@
# 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
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links");
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '

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 Merged

JanKrivanek
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Mar 6, 2026
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Add repo health check agentic workflows
#7583
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.github/aw/actions-lock.json

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Original file line numberDiff line numberDiff line change
@@ -0,0 +1,14 @@
{
 "entries": {
 "actions/github-script@v8": {
 "repo": "actions/github-script",
 "version": "v8",
 "sha": "ed597411d8f924073f98dfc5c65a23a2325f34cd"
 },
 "github/gh-aw/actions/setup@v0.45.4": {
 "repo": "github/gh-aw/actions/setup",
 "version": "v0.45.4",
 "sha": "ac090214a48a1938f7abafe132460b66752261af"
 }
 }
}

60 changes: 60 additions & 0 deletions
.github/health-baseline.md

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Open in desktop

Original file line numberDiff line numberDiff line change
@@ -0,0 +1,60 @@
# 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
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default");
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
Add repo health check agentic workflows#7583

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 Merged

JanKrivanek
merged 1 commit into

from

Mar 6, 2026
 Merged


Add repo health check agentic workflows
#7583
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14 changes: 14 additions & 0 deletions
.github/aw/actions-lock.json

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Open in desktop

Original file line numberDiff line numberDiff line change
@@ -0,0 +1,14 @@
{
 "entries": {
 "actions/github-script@v8": {
 "repo": "actions/github-script",
 "version": "v8",
 "sha": "ed597411d8f924073f98dfc5c65a23a2325f34cd"
 },
 "github/gh-aw/actions/setup@v0.45.4": {
 "repo": "github/gh-aw/actions/setup",
 "version": "v0.45.4",
 "sha": "ac090214a48a1938f7abafe132460b66752261af"
 }
 }
}

60 changes: 60 additions & 0 deletions
.github/health-baseline.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -0,0 +1,60 @@
# 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
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers");
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
Add repo health check agentic workflows#7583

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to your account

 Merged

JanKrivanek
merged 1 commit into

from

Mar 6, 2026
 Merged


Add repo health check agentic workflows
#7583
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14 changes: 14 additions & 0 deletions
.github/aw/actions-lock.json

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -0,0 +1,14 @@
{
 "entries": {
 "actions/github-script@v8": {
 "repo": "actions/github-script",
 "version": "v8",
 "sha": "ed597411d8f924073f98dfc5c65a23a2325f34cd"
 },
 "github/gh-aw/actions/setup@v0.45.4": {
 "repo": "github/gh-aw/actions/setup",
 "version": "v0.45.4",
 "sha": "ac090214a48a1938f7abafe132460b66752261af"
 }
 }
}

60 changes: 60 additions & 0 deletions
.github/health-baseline.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -0,0 +1,60 @@
# 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
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode");
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();

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 Merged

JanKrivanek
merged 1 commit into

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Mar 6, 2026
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Add repo health check agentic workflows
#7583
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14 changes: 14 additions & 0 deletions
.github/aw/actions-lock.json

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{
 "entries": {
 "actions/github-script@v8": {
 "repo": "actions/github-script",
 "version": "v8",
 "sha": "ed597411d8f924073f98dfc5c65a23a2325f34cd"
 },
 "github/gh-aw/actions/setup@v0.45.4": {
 "repo": "github/gh-aw/actions/setup",
 "version": "v0.45.4",
 "sha": "ac090214a48a1938f7abafe132460b66752261af"
 }
 }
}

60 changes: 60 additions & 0 deletions
.github/health-baseline.md

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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
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