Numpy Beginner's Guide (Update)
| By: | Ivan Idris |
| Publisher: | Packt Publishing |
| Print ISBN: | 9781785281969 |
| eText ISBN: | 9781785288838 |
| Edition: | 1 |
| Copyright: | 2015 |
| Format: | Reflowable |
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Table of Contents
Book Description
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.What you will learn
- Install NumPy, matplotlib, SciPy, and IPython on various operating systems
- Use NumPy array objects to perform array operations
- Familiarize yourself with commonly used NumPy functions
- Use NumPy matrices for matrix algebra
- Work with the NumPy modules to perform various algebraic operations
- Test NumPy code with the numpy.testing module
- Plot simple plots, subplots, histograms, and more with matplotlib