scikit-learn

scikit-learn is an open-source machine learning library for Python, built on SciPy. It offers various machine learning algorithms including classification, regression, clustering, and dimensionality reduction. scikit-learn's strengths lie in its ease of use, high-quality documentation, and extensive algorithm support. The library integrates seamlessly with scientific computing libraries like NumPy and SciPy, suitable for rapid prototyping and production. It has active community support and rich learning resources. However, users should note that while powerful, scikit-learn focuses on traditional machine learning algorithms and does not include deep learning capabilities.