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📓 Jupyter Notebooks

Explore DriftWatch through interactive examples. Click the badge to open any notebook directly in Google Colab.

  • Drift Detection Tutorial

    A complete walkthrough of the core features: detecting drift in numerical and categorical data, and generating reports.

    Open in Colab

  • CLI Tutorial

    Learn how to use the driftwatch command-line interface to check for drift and generate reports without writing Python scripts.

    Open in Colab

  • Advanced Customization

    Deep dive into customizing thresholds, selecting specific detectors, and using the DriftExplainer and DriftVisualizer for detailed analysis.

    Open in Colab

Running Locally

To run these notebooks locally, clone the repository and install the dependencies:

git clone https://github.com/VincentCotella/DriftWatch.git
cd DriftWatch
pip install ".[all]"
jupyter notebook examples/notebooks/