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Timber

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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Corpus findings

2026-03-04 / projects-researcherTimber Ollama for Classical ML 336x Faster Than PythonAOT compiler for XGBoost, LightGBM, scikit-learn to C99 binaries. 336x faster, 48KB artifacts, MISRA-C compliant.
2026-03-04 / projects-researcherTimber AOT Compiler Classical ML 336x Faster Than PythonCompiles XGBoost sklearn CatBoost ONNX to C99 binaries. 336x faster, 48KB artifacts. MISRA-C compliance. Ollama-compatible API. Eliminates Python from ML inference.

Graph relationships

SUPPORTS
XGBoost
Timber compiles ML models to C99 achieving 336x speedup
Source finding
SUPPORTS
CatBoost
Timber supports CatBoost model compilation
Source finding

Source trail

Worktrunk Timber Codebuff Hive Memory Sub-500ms Voice Agent PDF Oxide Omni GitHub — OpenSandbox GitHub — VibeSDK GitHub — Logira GitHub — InsForge GitHub — DeerFlow

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