ndata 0.1.4

Automated Data Preprocessing Library

Ndata

Ndata is a Python library for automating common data preprocessing tasks, such as missing value imputation, feature scaling, categorical encoding, and outlier detection.

Features

• Handle Missing Values: Automatically fill missing values using strategies like mean, median, or a constant.
• Scale Numerical Features: Standardize or normalize your data.
• Encode Categorical Variables: Easily convert categorical features into numerical form.
• Detect and Remove Outliers: Use Z-score or IQR methods to handle outliers.

Installation

You can install Ndata from PyPI:

pip install ndata