datacleanai 0.1.0

Automatic Data Cleaning Library for Machine Learning

CleanML

Automatic Data Cleaning Library for Machine Learning.

Features

• Remove Duplicates
• Handle Missing Values
• Encode Categorical Features
• Normalize Numerical Features
• Detect Outliers
• Feature Importance
• Correlation Report

Installation

pip install datacleanai

Usage

import datacleanai as cm

df = cm.clean(df)

cm.report(df)

Author

Umer Yaseen

AI/ML Engineer

GitHub: https://github.com/umer1730

Leetcode: https://leetcode.com/u/umer1730

LinkedIn: https://www.linkedin.com/in/umer-yaseen-514617371

Email: [e-mail]

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Support

If you like this project, please give it a on GitHub.

It helps the project grow and motivates further development.

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Built With

• Python
• Pandas
• NumPy
• Scikit-Learn
• Pytest