joshidot / numpy

:octocat: Numpy for algebraic operation :rocket:

Numpy

Introduction to Numpy

Quickstart tutorial

• Prerequisites
• The Basics
  • An example
  • Array Creation
  • Printing Arrays
  • Basic Operations
  • Universal Functions
  • Indexing, Slicing and Iterating
• Shape Manipulation
  • Changing the shape of an array
  • Stacking together different arrays
  • Splitting one array into several smaller ones
• Copies and Views
  • No Copy at All
  • View or Shallow Copy
  • Deep Copy
  • Functions and Methods Overview
• Less Basic
  • Broadcasting rules
• Fancy indexing and index tricks
  • Indexing with Arrays of Indices
  • Indexing with Boolean Arrays
  • The ix_() function
  • Indexing with strings
• Linear Algebra
  • Simple Array Operations
• Tricks and Tips
  • “Automatic” Reshaping
  • Vector Stacking
  • Histograms
  • Further reading

Numpy Basics

• Data types
• Array creation
• I/O with NumPy
• Indexing
• Broadcasting
• Byte-swapping
• Structured arrays
• Writing custom array containers
• Subclassing ndarray

Example: Plot created using numpy meshgrid