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Scikit-learn is a free and open-source machine-learning library for Python. It includes different classification, regression, and clustering algorithms like support vector machines, random forests, gradient boosting, k-means, and DBSCAN. It's built to work seamlessly with Python's numerical and scientific libraries, NumPy and SciPy.