SciPy and NumPy: An Overview for Developers
- Length: 68 pages
- Edition: 1
- Language: English
- Publisher: O'Reilly Media
- Publication Date: 2012-11-22
- ISBN-10: 1449305466
- ISBN-13: 9781449305468
- Sales Rank: #1776462 (See Top 100 Books)
Want to learn SciPy and NymPy quickly? Cut through the complexity of online documentation with this concise and illustrated book, and discover how easily you can get up to speed with these Python libraries. You’ll understand why they’re powerful enough for many of today’s leading scientists and engineers.
Learn how to use NumPy for numerical processing, including array indexing, math operations, and loading and saving data. With SciPy, you’ll work with advanced mathematical functions such as optimization, interpolation, integration, clustering, statistics, and other tools that take scientific programming to a whole new level. This book also introduces add-on SciKits packages that focus on advanced imaging algorithms and machine learning.
- Learn the capabilities of NumPy arrays, element-by-element operations, and core mathematical operations
- Solve minimization problems quickly with SciPy’s optimization package
- Use SciPy functions for interpolation, from simple univariate to complex multivariate cases
- Apply a variety of SciPy statistical tools such as distributions and functions
- Learn SciPy’s spatial and cluster analysis classes
- Save operation time and memory usage with sparse matrices
- Delve into scikits-image for advanced imaging capabilities, and scikits-learn for machine learning and data mining
Table of Contents
Chapter 1. Introduction
Chapter 2. NumPy
Chapter 3. SciPy
Chapter 4. SciKit: Taking SciPy One Step Further
Chapter 5. Conclusion
Donate to keep this site alive
How to download source code?
1. Go to: https://www.oreilly.com/
2. Search the book title: SciPy and NumPy: An Overview for Developers
, sometime you may not get the results, please search the main title
3. Click the book title in the search results
3. Publisher resources
section, click Download Example Code
.
1. Disable the AdBlock plugin. Otherwise, you may not get any links.
2. Solve the CAPTCHA.
3. Click download link.
4. Lead to download server to download.