Ebook details

Numpy Beginner's Guide (Update). Build efficient, high-speed programs using the high-performance NumPy mathematical library

Numpy Beginner's Guide (Update). Build efficient, high-speed programs using the high-performance NumPy mathematical library

Ivan Idris

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This book is for the scientists, engineers, programmers, or analysts looking for a high-quality, open source mathematical library. Knowledge of Python is assumed. Also, some affinity, or at least interest, in mathematics and statistics is required. However, I have provided brief explanations and pointers to learning resources.
  • 1. NumPy and Python Quick Start
  • 2. Beginning with NumPy Fundamentals
  • 3. Understanding Commonly Used Functions
  • 4. Convenience Functions for Your Convenience
  • 5. Working with Matrices and ufuncs
  • 6. Moving Further with NumPy Modules
  • 7. Peeking into Special Routines
  • 8. Assuring Quality with Testing
  • 9. Plotting with Matplotlib
  • 10. When NumPy is Not Enough ? SciPy and Beyond
  • 11. Playing with Pygame
  • 12. Appendix A
  • 13. Appendix B
  • 14. Appendix C
  • Title:Numpy Beginner's Guide (Update). Build efficient, high-speed programs using the high-performance NumPy mathematical library
  • Author:Ivan Idris
  • Original title:Numpy Beginner's Guide (Update). Build efficient, high-speed programs using the high-performance NumPy mathematical library
  • ISBN:9781785288838, 9781785288838
  • Date of issue:2015-06-24
  • Format:Ebook - EPUB
  • Item ID: e_3c7a
  • Publisher: Packt Publishing