Metadata-Version: 2.1
Name: ydne
Version: 0.1.0
Summary: A collection of data utilities
Home-page: https://github.com/satrijandi24/ydne
Author: Nugroho Satrijandi
Author-email: satrijandi@gmail.com
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3.11
Classifier: Topic :: Scientific/Engineering :: Information Analysis
Requires-Python: >=3.11
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: pandas
Requires-Dist: numpy
Requires-Dist: scikit-learn
Requires-Dist: matplotlib
Requires-Dist: seaborn

# Ydne - Data Science Utilities

## Overview

Ydne is a Python library containing a collection of data science utilities to streamline data preprocessing, analysis, and visualization.

## Features

- Data Cleaning
- Outlier Detection
- Feature Scaling
- Missing Value Handling
- Correlation Visualization
- Distribution Plotting

## Installation

```bash
pip install ydne
```

## Usage Examples


### Preprocessing
```python
from ydne.preprocessing import DataPreprocessor

# Scale features
scaled_features = DataPreprocessor.scale_features(X, method='standard')

# Handle missing values
processed_df = DataPreprocessor.handle_missing_values(your_dataframe)
```

## Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

## License

This project is licensed under the MIT License.
