Metadata-Version: 2.4
Name: automlease
Version: 0.3.0
Summary: Automatic Machine Learning for beginners — train ML models in 3 lines!
Home-page: https://github.com/vickybanna3327-byte/automlease
Author: Vikash Singh Rajput
Author-email: vickybanna3327@gmail.com
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.8
Description-Content-Type: text/markdown
Requires-Dist: pandas
Requires-Dist: scikit-learn
Requires-Dist: matplotlib
Requires-Dist: seaborn
Requires-Dist: joblib
Requires-Dist: rich
Dynamic: author
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Dynamic: classifier
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# automlease ðŸ¤–

**Automatic Machine Learning for absolute beginners.**
Train a machine learning model in just 3 lines of Python code!

## Installation
```bash
pip install automlease
```

## Quick Start
```python
from automlease import AutoML

model = AutoML()
model.fit('your_data.csv', target='target_column')
model.report()
```

## What it does automatically

- âœ… Loads any CSV file
- âœ… Cleans missing values
- âœ… Converts text columns to numbers
- âœ… Detects if task is classification or regression
- âœ… Trains multiple ML models and picks the best one
- âœ… Shows a detailed evaluation report
- âœ… Creates feature importance chart
- âœ… Saves the best model automatically

## Example â€” Heart Disease Prediction
```python
from automlease import AutoML

model = AutoML()
model.fit('heart_disease.csv', target='target')
model.report()
```

## Built With

- pandas
- scikit-learn
- matplotlib
- seaborn
- joblib
- rich

## Author

**Vikash Singh Rajput**
BTech Management Graduate â€” NAIT, Edmonton, Canada
GitHub: https://github.com/vickybanna3327-byte

## License

MIT License
