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What is it exactly?



sklearn (scikit-learn) is a machine learning library for Python. In practice, it's useful for integrating a whole zoo of machine learning models for a range of tasks (supervised, unsupervised) and varying strategies within these domains (e.g., decision-tree based models, regression, neural networks) into a simple API, where the following three lines of Python code do 80% of the ML work for you.

>>> model = [insert sklearn class here]

>>> model.fit(trainX, trainY)

>>> model.predict(testX)


The entire scikit-learn Documentation in a single PDF.




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