Metadata-Version: 2.4
Name: datacleanai
Version: 0.1.0
Summary: Automatic Data Cleaning Library for Machine Learning
Author-email: Umer Yaseen <umery1730@gmail.com>
Requires-Python: >=3.9
Description-Content-Type: text/markdown
Requires-Dist: pandas
Requires-Dist: numpy
Requires-Dist: scikit-learn
Requires-Dist: scipy
Requires-Dist: matplotlib

# 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

```bash
pip install datacleanai
```

## Usage

```python
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:
umery1730@gmail.com

---
# Support

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

It helps the project grow and motivates further development.

---
---

# Built With

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

