multi-ruptures 0.1.1

Multiple breakpoint detection toolkit.

Multi-ruptures

Features

🔥 A powerful Python library for multiple change point detection with:

• High-performance implementation of rupture detection algorithms
• Support for multiple data types (time series, signals, sequences)
• Easy-to-use API for both beginners and advanced users
• Comprehensive visualization tools
• Extensive documentation and examples

🚀 Quick Start

Note: Requires Python 3.8+

1. Install via pip:

pip install multi-ruptures

2. Basic usage:

import multi_ruptures as mr

# Load your data
signal = ...

# Detect change points
algo = mr.Pelt()
change_points = algo.fit_predict(signal)

📊 Examples

# Example with visualization
import multi_ruptures as mr
import matplotlib.pyplot as plt

# Generate sample signal
signal = mr.datasets.generate_random_peaks(n_samples=1000)

# Detect ruptures
algo = mr.Pelt(model="rbf", min_size=5)
change_points = algo.fit_predict(signal)

# Display results
mr.display(signal, change_points)
plt.show()

🛠️ Development

For development setup:

1. Clone the repository
2. Install development dependencies:

make install-dev

🧪 Testing

Run tests with:

make test

📚 Documentation

Full documentation is available at docs/.

📝 License

This project is licensed under the MIT License - see the LICENSE file for details.

🤝 Contributing

We welcome contributions! Please see our Contributing Guide for details.