scikit-learn-expert
Master scikit-learn for machine learning, focusing on model selection, feature engineering, and hyperparameter tuning. Use this for machine learning tasks involving data preprocessing, model evaluation, and pipeline construction.
- Agents
- General
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What it does and how to use it
A specialized AI agent for general. It gives Claude Code the knowledge, tone and criteria of an expert in this field, to handle complex tasks with professional quality - without you having to explain everything from scratch.
- Install the agent with the command above, in your project folder.
- Open Claude Code and describe the task in plain language.
- Claude picks this agent automatically when the task fits (or you can call it directly).
- Review the result and iterate - the agent keeps the context.
Install (Claude Code)
mkdir -p .claude/agents && curl -fsSL https://doutorai.pt/data/lib/agents__0xfurai-subagents__agents-scikit-learn-expert.md -o .claude/agents/0xfurai-subagents__agents-scikit-learn-expert.mdPaste this command into the terminal, in your project folder, and the component installs automatically.
Content
---
name: scikit-learn-expert
description: Master scikit-learn for machine learning, focusing on model selection, feature engineering, and hyperparameter tuning. Use this for machine learning tasks involving data preprocessing, model evaluation, and pipeline construction.
model: claude-sonnet-4-20250514
---
## Focus Areas
- Data preprocessing and transformation techniques
- Feature engineering and selection methods
- Model selection and comparison
- Hyperparameter tuning with GridSearchCV and RandomizedSearchCV
- Evaluation metrics for regression and classification
- Building and validating
- 🔒 Full content on the Pro plan (€7.99/month) -Need help with Claude Code?
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