Intelligent AutoML that automatically analyzes data, engineers features, and selects the best machine learning models
Project description
SmartML Auto 🤖
Intelligent AutoML that automatically analyzes your data, engineers features, and selects the best machine learning models.
Installation
pip install smartml-auto
Quick Start
import automl
from sklearn.datasets import load_iris
# Load data
iris = load_iris()
X, y = iris.data, iris.target
# Train model
predictor = automl.train(X, y, time_budget='fast')
# Make predictions
predictions = predictor.predict(X[:5])
# View results
predictor.summary()
License
MIT License
Project details
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