目錄(60章)
倒序
- 封面
- 版權(quán)頁
- Credits
- About the Author
- About the Reviewers
- www.PacktPub.com
- Support files eBooks discount offers and more
- Preface
- What this book covers
- What you need for this book
- Who this book is for
- Conventions
- Reader feedback
- Customer support
- Chapter 1. A Tour of the IPython Notebook
- Getting started with Anaconda or Wakari
- Running the notebook
- Example – the coffee cooling problem
- Exercises
- Summary
- Chapter 2. The Notebook Interface
- Editing and navigating a notebook
- IPython magics
- Interacting with the operating system
- Running scripts loading data and saving data
- The rich display system
- Summary
- Chapter 3. Graphics with matplotlib
- The plot function
- Three-dimensional plots
- Animations
- Summary
- Chapter 4. Handling Data with pandas
- The Series class
- The DataFrame class
- Computational and graphics tools
- An example with a realistic dataset
- Summary
- Chapter 5. Advanced Computing with SciPy Numba and NumbaPro
- Overview of SciPy
- Advanced mathematical algorithms with SciPy
- Accelerating computations with Numba and NumbaPro
- Summary
- Appendix A. IPython Notebook Reference Card
- Starting the notebook
- Keyboard shortcuts
- Importing modules
- Getting help
- Appendix B. A Brief Review of Python
- Introduction
- Basic types expressions and variables and their assignment
- Sequence types
- Dictionaries
- Control structures
- Summary
- Appendix C. NumPy Arrays
- Introduction
- Array creation and member access
- Indexing and Slicing
- Index 更新時間：2021-08-05 17:18:04
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