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Getting started

  • What is NumPy?
  • Installation
  • NumPy quickstart
  • NumPy: the absolute basics for beginners

Fundamentals and usage

  • NumPy fundamentals
    • Array creation
    • Indexing on ndarrays
    • I/O with NumPy
      • Importing data with genfromtxt
    • Data types
    • Broadcasting
    • Copies and views
    • Structured arrays
    • Universal functions ( ufunc ) basics
  • NumPy for MATLAB users
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Advanced usage and interoperability

  • Building from source
  • Using NumPy C-API
  • F2PY user guide and reference manual
  • Under-the-hood documentation for developers
  • Interoperability with NumPy

Extras

  • Glossary
  • Release notes
  • NumPy license

I/O with NumPy#

  • Importing data with genfromtxt
    • Defining the input
    • Splitting the lines into columns
    • Skipping lines and choosing columns
    • Choosing the data type
    • Setting the names
    • Tweaking the conversion
    • Shortcut functions

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Indexing on ndarrays

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Importing data with genfromtxt

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