[triage-dashboard] ML.NET Issue Triage Dashboard

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🔍 ML.NET Issue Triage Dashboard

Last updated: 2026-04-17T18:49:41Z
Generated by: Refresh Triage Dashboard workflow

Summary Statistics

Metric	Count
Total Investigated	34
Bug Reports	18
Feature Requests	8
Duplicates	0
Questions/Discussion	6
Wrong Usage	2
Unclear	0
Reproduced	2
Repro Failed	1
Fix Suggested	22
Pending (In Progress)	0

Average Confidence Score: 0.87

By Area

Area	Bugs	Features	Other	Total
AutoML	4	1	0	5
Core	2	1	6	9
Core (CI/Build Infrastructure)	0	1	0	1
Core (Microsoft.ML.StandardTrainers / LdSvm)	1	0	0	1
CpuMath	0	1	0	1
Data.Analysis	2	0	0	2
FastTree	1	0	1	2
ImageAnalytics	2	0	0	2
KMeans	1	0	0	1
LightGBM	0	1	0	1
Microsoft.ML.Tokenizers	1	0	0	1
ONNX	2	0	0	2
ONNX / FastTree	0	1	0	1
TorchSharp	1	1	1	3
TorchSharp / ONNX	0	1	0	1
Transforms	1	0	0	1

All Investigations

Upstream	Classification	Reproduced?	Fix?	Complexity	Status	Fork Issue
#7344	💬 discussion	⏭️ Skipped	❌ No	—	✅ COMPLETE	#43
#7345	🐛 bug-report	⏭️ Skipped	✅ Yes	🟡 Medium	✅ COMPLETE	#42
#7348	🐛 bug-report	⏭️ Skipped	✅ Yes	🟢 Low	✅ COMPLETE	#41
#7380	🐛 bug-report	⏭️ Skipped	❌ No	—	✅ COMPLETE	#40
#7359	🐛 bug-report	⏭️ Skipped	❌ No	—	✅ COMPLETE	#39
#7381	🐛 bug-report	⏭️ Skipped	✅ Yes	🟡 Medium	✅ COMPLETE	#38
#7393	🐛 bug-report	⏭️ Skipped	✅ Yes	🟢 Low	✅ COMPLETE	#37
#7398	🐛 bug-report	⏭️ Skipped	✅ Yes	🟢 Low	✅ COMPLETE	#36
#7384	✨ feature-request	⏭️ Skipped	❌ No	—	✅ COMPLETE	#35
#7411	✨ feature-request	⏭️ Skipped	✅ Yes	—	✅ COMPLETE	#34
#7413	🐛 bug-report	⏭️ Skipped	✅ Yes	🟡 Low–Med	✅ COMPLETE	#30
#7419	🐛 bug-report	⏭️ Skipped	✅ Yes	🟡 Low–Med	✅ COMPLETE	#29
#7435	⚠️ wrong-usage	⏭️ Skipped	✅ Yes	🟢 Low	✅ COMPLETE	#28
#7417	🐛 bug-report	⏭️ Skipped	❌ No	—	✅ COMPLETE	#27
#7418	🐛 bug-report	⏭️ Skipped	✅ Yes	🟢 Low	✅ COMPLETE	#26
#7444	🐛 bug-report	⏭️ Skipped	✅ Yes	🟢 Low	✅ COMPLETE	#25
#7460	⚠️ wrong-usage	⏭️ Skipped	❌ No	—	✅ COMPLETE	#24
#7454	✨ feature-request	⏭️ Skipped	✅ Yes	🟢 Low	✅ COMPLETE	#23
#7447	✨ feature-request	⏭️ Skipped	✅ Yes	🟡 Medium	✅ COMPLETE	#22
#7456	💬 discussion	⏭️ Skipped	❌ No	—	✅ COMPLETE	#21
#7522	🐛 bug-report	✅ Yes	✅ Yes	🟢 Low	✅ COMPLETE	#19
#7523	🐛 bug-report	✅ Yes	✅ Yes	🟠 Med–High	✅ COMPLETE	#18
#7529	🐛 bug-report	⚠️ Failed	✅ Yes	🟡 Medium	✅ COMPLETE	#17
#7584	💬 discussion	⏭️ Skipped	❌ No	—	✅ COMPLETE	#16
#7477	🐛 bug-report	⏭️ Skipped	✅ Yes	🟡 Medium	✅ COMPLETE	#15
#7468	✨ feature-request	⏭️ Skipped	❌ No	—	✅ COMPLETE	#14
#7568	✨ feature-request	⏭️ Skipped	✅ Yes	🟢 Low	✅ COMPLETE	#13
#7487	💬 discussion	⏭️ Skipped	❌ No	—	✅ COMPLETE	#12
#7467	🐛 bug-report	⏭️ Skipped	✅ Yes	🟢 Low	✅ COMPLETE	#11
#7488	✨ feature-request	⏭️ Skipped	✅ Yes	🟡 Medium	✅ COMPLETE	#10
#7547	💬 discussion	⏭️ Skipped	❌ No	—	✅ COMPLETE	#7
#7581	✨ feature-request	⏭️ Skipped	✅ Yes	🟡 Medium	✅ COMPLETE	#6
#7300	💬 discussion	⏭️ Skipped	❌ No	—	✅ COMPLETE	#3
#7350	🐛 bug-report	⏭️ Skipped	✅ Yes	🟡 Medium	✅ COMPLETE	#2

Action Items

🐛 Ready for Fix (reproduced + fix suggested)

• [triage] upstream#7522: MulticlassClassificationExperiment preFeaturizer not acting on the schema #19 — upstream#7522: MulticlassClassificationExperiment preFeaturizer not acting on the schema — 🟢 Low
• [triage] upstream#7523: text tokenizer EncodeToTokens repeat #18 — upstream#7523: text tokenizer EncodeToTokens repeat — 🟠 Med–High

❓ Needs Upstream Info

• No items at this time.

📋 Low-Complexity Fixes

• [triage] upstream#7348: OnnxTransformer GetNamedOnnxValueUnknownSize Index Error #41 — upstream#7348: OnnxTransformer GetNamedOnnxValueUnknownSize Index Error — 🟢 Low
• [triage] upstream#7393: Resource contention in tests DownloadImageSet #37 — upstream#7393: Resource contention in tests DownloadImageSet — 🟢 Low
• [triage] upstream#7398: Change FastForest Binary To Actually Really Have a Probability Column #36 — upstream#7398: Change FastForest Binary To Actually Really Have a Probability Column — 🟢 Low
• [triage] upstream#7413: Update to latest version of SkiaSharp #30 — upstream#7413: Update to latest version of SkiaSharp — 🟡 Low–Med
• [triage] upstream#7419: TestAppendMany_SizeMoreThanMaxBufferCapacity triggers OOM killer #29 — upstream#7419: TestAppendMany_SizeMoreThanMaxBufferCapacity triggers OOM killer — 🟡 Low–Med
• [triage] upstream#7435: FastTreeRegressionTrainer leaves memory allocation happens before actually yes knowing how many leaves are actual [Content truncated due to length] #28 — upstream#7435: FastTreeRegressionTrainer leaves memory allocation happens before actually knowing how many leaves are needed — 🟢 Low
• [triage] upstream#7418: AutoMLExperiment_return_current_best_trial_when_ct_is_canceled_with_trial_completed_Async fails in CI #26 — upstream#7418: AutoMLExperiment_return_current_best_trial_when_ct_is_canceled_with_trial_completed_Async fails in CI — 🟢 Low
• [triage] upstream#7444: MLImage disposes in some cases after CreateEnumerable .ToArray() if there is ResizeImages in the pipeline #25 — upstream#7444: MLImage disposes in some cases after CreateEnumerable .ToArray() if there is ResizeImages in the pipeline — 🟢 Low
• [triage] upstream#7454: DOCS: LightGbm in Linux Container (System.DllNotFoundException: Unable to load shared library) #23 — upstream#7454: DOCS: LightGbm in Linux Container (System.DllNotFoundException: Unable to load shared library) — 🟢 Low
• [triage] upstream#7522: MulticlassClassificationExperiment preFeaturizer not acting on the schema #19 — upstream#7522: MulticlassClassificationExperiment preFeaturizer not acting on the schema — 🟢 Low
• [triage] upstream#7568: erfInv is very inneficient #13 — upstream#7568: erfInv is very inneficient — 🟢 Low
• [triage] upstream#7467: Build instructions: CMake < 4.0 and spectre-mitigation #11 — upstream#7467: Build instructions: CMake < 4.0 and spectre-mitigation — 🟢 Low

🔁 Potential Duplicates to Verify

• No items at this time.

Generated by Refresh Triage Dashboard · ◷

Generated by Refresh Triage Dashboard · ◷