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Core Algorithmic Paradigms · Awesome GitHub Repositories

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Awesome GitHub RepositoriesCore Algorithmic Paradigms

Fundamental mathematical approaches to learning, categorized by the nature of the training signal or objective function.

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  • scikit-learn/scikit-learn

    scikit-learn/scikit-learn

    65,178GitHubView on GitHub↗

    Scikit-learn is a machine learning library for predictive data analysis that provides a collection of algorithms for supervised and unsupervised learning. It functions as a comprehensive toolkit for data preprocessing, dimensionality reduction, and model selection, allowing users to classify data objects, predict conti

    Pythondata-analysisdata-sciencemachine-learning

Explore sub-tags

  • Supervised Learning ModelsAlgorithms that build predictive models by assigning categories or numerical values to data based on identified patterns.
  • Unsupervised Learning AlgorithmsMethods for grouping unlabeled information into distinct segments to discover hidden patterns within large datasets.