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By alexclowe
Profile datasets for quality issues, design A/B tests with power analysis, scaffold scikit-learn/XGBoost pipelines, and audit models for bias before shipping.
npx claudepluginhub alexclowe/awesome-claude-cowork-plugins --plugin data-scientistGenerate a data quality report from a dataset description, flag outliers and biases, suggest transforms
Recommend model architecture, generate scikit-learn or XGBoost template, document assumptions
Plan an A/B test or experiment with sample size, power analysis, and recommended duration
Compute cross-validation, generate confusion matrix, audit feature importance for bias
Dataset profiling expertise — auto-scans for missing values, outliers, class imbalance, correlation issues, and schema drift
Model card generation expertise — auto-generates Model Cards covering intended use, limitations, and training data provenance per the HuggingFace and Mitchell et al. standard
Share bugs, ideas, or general feedback.
Based on adoption, maintenance, documentation, and repository signals. Not a security audit or endorsement.
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