scikit-learn
The standard Python machine learning library — consistent API for classification, regression, clustering, and preprocessing.
Scikit-learn provides a consistent fit/transform/predict API across dozens of classical ML algorithms — SVMs, decision trees, random forests, gradient boosting, k-means, and more. It integrates seamlessly with NumPy and Pandas and is the starting point for most data science ML workflows before graduating to deep learning.
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mldata-scienceclassificationregressionclusteringpythonpreprocessing