What machine learning tasks does this skill support?

The AutoML Pipeline Builder supports a wide range of tasks including classification, regression, and automated feature engineering.

Do I need to be an expert in ML to use this skill?

No, the skill is designed to help developers by automating complex processes like model selection and hyperparameter tuning, making AI development more accessible.

Can I use this with other Claude Code plugins?

Yes, it is designed to integrate with data processing, visualization, and deployment plugins for an end-to-end machine learning workflow.

How does the skill handle data validation?

It generates code that includes robust data validation checks and error handling to ensure your pipeline remains stable during execution.

AutoML Pipeline Builder

Name: AutoML Pipeline Builder
Author: jeremylongshore

byjeremylongshore

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883

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Ciencia de Datos y ML

Automates the end-to-end creation of machine learning pipelines including feature engineering, model selection, and hyperparameter tuning.

The AutoML Pipeline Builder skill streamlines complex machine learning workflows within Claude Code by automating the process of building, training, and evaluating models. It enables developers to generate production-ready code for various ML tasks such as classification and regression, incorporating best practices for data validation and error handling. By automatically selecting the best models and optimizing hyperparameters, this skill significantly reduces the manual effort required to transition from raw data to a fully documented and performant ML pipeline.

Características Principales

01End-to-end ML pipeline code generation

02Detailed performance metrics and reporting

03Automated model selection and hyperparameter tuning

04Built-in data validation and error handling

05Automated artifact generation and documentation

06883 GitHub stars

Casos de Uso

01Building customer churn prediction models

02Developing automated regression pipelines for price forecasting

03Automating complex feature engineering for raw datasets

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jeremylongshore/claude-code-plugins-plus-skills automl-pipeline-builder

For use in Claude.ai and ChatGPT

Características Principales

01End-to-end ML pipeline code generation

02Detailed performance metrics and reporting

03Automated model selection and hyperparameter tuning

04Built-in data validation and error handling

05Automated artifact generation and documentation

06883 GitHub stars

Casos de Uso

01Building customer churn prediction models

02Developing automated regression pipelines for price forecasting

03Automating complex feature engineering for raw datasets

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jeremylongshore/claude-code-plugins-plus-skills automl-pipeline-builder

For use in Claude.ai and ChatGPT