Metadata-Version: 2.4
Name: automl-kit
Version: 0.1.3
Summary: A lightweight AutoML framework
Author-email: Tanmai Raghava <your.email@example.com>
License: MIT
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.7
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: numpy
Requires-Dist: pandas
Requires-Dist: scikit-learn
Requires-Dist: matplotlib
Requires-Dist: seaborn
Provides-Extra: dev
Requires-Dist: pytest; extra == "dev"
Dynamic: license-file

# AutoML

**AutoML** is a lightweight AutoML library to automatically choose the best algorithm for your dataset.

## Features

- Supports classification and regression
- Auto model selection
- Performance graphs

## Usage

```python
from automl import AutoML
model = AutoML(df, target='target_column')
model.run()
```

## Data Cleaning

```python
from automl.preprocessing import DataCleaner

cleaner = DataCleaner()
df_cleaned = cleaner.clean(df)
```

## Install

```bash
pip install -r requirements.txt
```
