Metadata-Version: 2.4
Name: featurelens-ai
Version: 2.0.2
Summary: FeatureLens - AI-powered feature analysis library
Author: Gaurav Hagone
Classifier: Programming Language :: Python :: 3
Classifier: Operating System :: OS Independent
Requires-Python: >=3.8
Description-Content-Type: text/markdown
Requires-Dist: pandas
Requires-Dist: numpy
Requires-Dist: scikit-learn
Requires-Dist: matplotlib
Requires-Dist: seaborn
Requires-Dist: transformers
Requires-Dist: torch
Dynamic: author
Dynamic: classifier
Dynamic: description
Dynamic: description-content-type
Dynamic: requires-dist
Dynamic: requires-python
Dynamic: summary

# FeatureLens

FeatureLens is a Python library for analyzing feature importance using statistical methods, machine learning, and optional AI-based explanations.

## Features

- Correlation analysis between features and target
- Machine learning based feature importance
- Combined feature ranking
- Optional visualization (correlation heatmap and importance plots)
- AI-based explanations for feature relevance

## Installation

```bash
pip install featurelens
