scikit-learn

scikit-learn

Machine Learning in Python

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Scikit-learn is a free software machine learning library for the Python programming language. It features various classification, regression and clustering algorithms including support vector machines, random forests, gradient boosting, k-means and DBSCAN, and is designed to interoperate with the Python numerical and scientific libraries NumPy and SciPy.

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Features

Advantages

  • Easy to use
  • Well-documented
  • Open source
  • Large community of users and contributors
  • Wide range of algorithms and features

Disadvantages

  • Can be slow for large datasets
  • Not as flexible as some other machine learning libraries
  • May require some programming experience to use effectively

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