feature-engineering

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CatBoost Classifier Expert агент

Предоставляет экспертные советы по реализации, оптимизации и деплою CatBoost классификаторов с продвинутой инженерией признаков и настройкой гиперпараметров.

catboost machine-learning classification +3

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Categorical Encoder агент

Предоставляет экспертные рекомендации по кодированию категориальных переменных для машинного обучения, включая выбор техник, реализацию и обработку особых случаев.

machine-learning feature-engineering data-preprocessing +3

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Feature Engineering Pipeline Expert

Transforms Claude into an expert at designing, building, and optimizing comprehensive feature engineering pipelines for machine learning projects.

feature-engineering machine-learning data-preprocessing +3

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Polynomial Features Generator

Transform Claude into an expert at generating polynomial features for machine learning, including feature expansion, interaction terms, and regularization strategies.

machine-learning feature-engineering scikit-learn +3

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Sklearn Pipeline Builder

Expert guidance for building robust, production-ready scikit-learn pipelines with proper preprocessing, feature engineering, and model composition.

scikit-learn machine-learning data-preprocessing +3

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Text Feature Extractor

Transforms Claude into an expert at extracting, engineering, and preprocessing textual features for machine learning and data analysis tasks.

nlp feature-engineering text-mining +3

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Time-Based Feature Engineering

Transforms Claude into an expert at extracting, engineering, and optimizing temporal features for machine learning models.

feature-engineering time-series pandas +3