Scikit-learn (Sklearn) is a very popular open source machine learning library for Python. The main tasks it can be used for are:

  • classification - identifying which category an object belongs to
  • regression - predicting a continuous-valued attribute associated with an object
  • clustering - automatic grouping of similar objects into sets
  • dimensionality reduction -reducing the number of random variables to consider
  • model selection - comparing, validating and choosing parameters and models
  • data preprocessing - feature extraction and normalization

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