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What is scikit-learn?

Scikit-learn, often referred to as sklearn, is a robust and widely adopted machine learning library designed for Python. This library equips users with an extensive array of tools and algorithms, catering to an array of machine learning tasks, including classification, regression, clustering, and dimensionality reduction. It stands as a fundamental building block within the Python ecosystem, building upon other essential libraries like NumPy, SciPy, and Matplotlib, and enjoys widespread use both in the academic and industrial domains.