Individual skill
pybroker-model-trainer
Register, train, wire, and debug machine learning models for PyBroker backtests using the bundled PyBroker wiki references generated from the local docs. Use when an agent needs to register a model with pybroker.model, write train_fn/predict_fn code for scikit-learn, XGBoost, LightGBM, CatBoost, PyTorch, Keras, statsmodels (ARIMA/SARIMAX), or arch models, build ensembles or regime models, run walkforward analysis, build time-series or lagged-feature models, train pooled multi-symbol models, load pretrained models, cache data and trained models, or prevent lookahead leakage in model-driven backtests.
skills/pybroker-model-trainer/SKILL.md
Source commit 01f11fdd42b76ef564a7f550c247a3dfce81330e
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 2, 2026
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Repository context
- Repository stars (not skill ratings)
- 3,677
- Repository last updated
- Nov 2, 2026
- License
- NOASSERTION
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- algotrading Repository topic
- backtesting Repository topic
- machine-learning Repository topic
- python Repository topic
- trading Repository topic
- quantitative-finance Repository topic
- stocks Repository topic
- framework Repository topic
- investment Repository topic
- ai Repository topic
- data Derived category
- docs Derived category
- education Derived category
Files and excerpt
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Browse files
SKILL.mdcore · 13,378 bytesSKILL.mdcore · 13,378 bytesSKILL.mdcore · 13,378 bytesSKILL.mdcore · 13,378 bytesSKILL.mdcore · 13,378 bytesagents/openai.yamlasset · 260 bytesassets/model_training_template.pyruns · 3,394 bytesreferences/api-public-surface.mddoc · 87,110 bytesreferences/model-training-patterns.mddoc · 21,041 bytesreferences/pybroker_context.pyiasset · 12,325 bytesreferences/pybroker_model.pyiasset · 12,873 bytesreferences/pybroker_strategy.pyiasset · 9,216 bytesreferences/pybroker_types.pyiasset · 14,697 bytesreferences/wiki-06-training-a-model.mddoc · 13,222 bytesreferences/wiki-16-time-series-models.mddoc · 7,128 bytesreferences/wiki-17-multi-symbol-models.mddoc · 2,830 bytesreferences/wiki-index.mddoc · 2,301 bytes
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