Python Basic

Python Basic

written by sean base on following books

Github | https://github.com/newsteinking/HIGH_pythondocbasic

• Preface
  • About the author
  • About this book
    • Prerequisites
    • Conventions
    • How to contribute
    • Publishing
  • License
• Introduction
  • Simple example
  • Readability vs speed
• Anatomy of an array
  • Introduction
  • Memory layout
  • Views and copies
    • Direct and indirect access
    • Temporary copy
  • Conclusion
• Code vectorization
  • Introduction
  • Uniform vectorization
    • The Game of Life
    • Python implementation
    • NumPy implementation
    • Exercise
    • Sources
    • References
  • Temporal vectorization
    • Python implementation
    • NumPy implementation
    • Faster NumPy implementation
    • Visualization
    • Exercise
    • Sources
    • References
  • Spatial vectorization
    • Boids
    • Python implementation
    • NumPy implementation
    • Exercise
    • Sources
    • References
  • Conclusion
• Problem vectorization
  • Introduction
  • Path finding
    • Building a maze
    • Breadth-first
    • Bellman-Ford method
    • Sources
    • References
  • Fluid Dynamics
    • Lagrangian vs Eulerian method
    • NumPy implementation
    • Sources
    • References
  • Blue noise sampling
    • DART method
    • Bridson method
    • Sources
    • References
  • Conclusion
• Custom vectorization
  • Introduction
  • Typed list
    • Creation
    • Access
    • Exercise
    • Sources
  • Memory aware array
    • Glumpy
    • Array subclass
    • Computing extents
    • Keeping track of pending data
    • Sources
  • Conclusion
• Beyond NumPy
  • Back to Python
  • NumPy & co
    • NumExpr
    • Cython
    • Numba
    • Theano
    • PyCUDA
    • PyOpenCL
  • Scipy & co
    • scikit-learn
    • scikit-image
    • SymPy
    • Astropy
    • Cartopy
    • Brian
    • Glumpy
  • Conclusion
• Conclusion
• Quick References
  • Data type
  • Creation
  • Indexing
  • Reshaping
  • Broadcasting
• Bibliography
  • Tutorials
  • Articles
  • Books