The Python Scientific Computing Ecosystem Guide

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  • NumPy Guide
    • The NumPy Array Object
    • Memory layout of multi-dimensional arrays
    • Array Creation
    • Indexing and Slicing
    • Reshaping and Resizing
    • Vectorized Expressions
    • Summary and Further Reading
  • Xarray Guide
    • Data Structures
    • Reading and Writing Files
    • Label-based Indexing
    • Aggregation
    • Arithmetic
    • Alignment
    • GroupBy, Resampling, Rolling Window Operations

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