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Awesome GitHub RepositoriesData Manipulation Patterns
Methodologies for partitioning, transforming, and aggregating datasets.
Distinguishing note: Focuses on the logical pattern of data processing.
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Awesome Data Manipulation Patterns GitHub Repositories
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- jakevdp/pythondatasciencehandbook
jakevdp/PythonDataScienceHandbook
48,561Voir sur GitHubThis project is an interactive data science environment that combines code execution, rich media visualization, and narrative documentation into a persistent, browser-based platform. It serves as a comprehensive educational resource for scientific computing, providing a framework for iterative data analysis and machine learning prototyping. The environment is distinguished by its focus on high-performance numerical computing, utilizing vectorized array operations and memory-mapped data structures to handle large-scale computations efficiently. It features a unified estimator interface that st
Organizes data manipulation by partitioning datasets into groups, applying functions, and merging results.
Jupyter Notebookjupyter-notebookmatplotlibnumpy
