automlease 0.1.0

Automatic Machine Learning for beginners — train ML models in 3 lines!

automlease 🤖

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

Installation

pip install automlease

Quick Start

from automlease import AutoML

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

What it does automatically

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

Example — Heart Disease Prediction

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 — NAIT, Edmonton, Canada GitHub: https://github.com/vickybanna3327-byte

License

MIT License