dnewcome/sagebaker

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An autoresearch-style agentic loop for ML iteration: an LLM edits plugins, trains locally, keeps if better. Plugin/bundle architecture; same code ships to SageMaker. MLflow-integrated, lineage-tracked.

Stars: 0
Forks: 0
Open beginner issues: 0
Indexed issues: 9

Dominant language: Python
License: No license data
Last GitHub push: May 11, 2026
Latest indexed: Sep 21, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed
PR merge metrics: No merged PRs in 30d

Beginner friendly Everything

Open All

9 open issues indexed

LLM fine-tune sandbox (5a classification, 5b generative deferred) Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

dnewcome/sagebaker#9 · Opened May 9, 2026
Knowledge backing store (REST first, MCP later) Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

dnewcome/sagebaker#8 · Opened May 9, 2026
GitHub Actions CI for the smoke test suite Open

enhancement

Difficulty 2/5 1-3 hours Newbie friendliness 58/100

dnewcome/sagebaker#7 · Opened May 9, 2026
Dataset fingerprinting helper Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 52/100

dnewcome/sagebaker#6 · Opened May 9, 2026
Persist agent run history per iteration Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 58/100

dnewcome/sagebaker#5 · Opened May 9, 2026
Per-dataset agent Makefile targets Open

enhancement

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

dnewcome/sagebaker#4 · Opened May 9, 2026
A/B testing + training on production outcomes Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

dnewcome/sagebaker#3 · Opened May 9, 2026
Supported model types + extension ideas Open

documentation

Difficulty 2/5 1-3 hours Newbie friendliness 68/100

dnewcome/sagebaker#2 · Opened May 9, 2026
Add converters between sage-baker bundle format and standard model definitions Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

dnewcome/sagebaker#1 · Opened May 9, 2026

dnewcome/sagebaker

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