A collection of data utilities
Project description
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
pip install ydne
Usage Examples
Preprocessing
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.
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