目錄(110章)
倒序
- coverpage
- Getting Started with Julia
- 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
- The Rationale for Julia
- The scope of Julia
- Julia's place among the other programming languages
- A comparison with other languages for the data scientist
- Useful links
- Summary
- Chapter 1. Installing the Julia Platform
- Installing Julia
- Working with Julia's shell
- Startup options and Julia scripts
- Packages
- Installing and working with Julia Studio
- Installing and working with IJulia
- Installing Sublime-IJulia
- Installing Juno
- Other editors and IDEs
- How Julia works
- Summary
- Chapter 2. Variables Types and Operations
- Variables naming conventions and comments
- Types
- Integers
- Floating point numbers
- Elementary mathematical functions and operations
- Rational and complex numbers
- Characters
- Strings
- Regular expressions
- Ranges and arrays
- Dates and times
- Scope and constants
- Summary
- Chapter 3. Functions
- Defining functions
- Optional and keyword arguments
- Anonymous functions
- First-class functions and closures
- Recursive functions
- Map filter and list comprehensions
- Generic functions and multiple dispatch
- Summary
- Chapter 4. Control Flow
- Conditional evaluation
- Repeated evaluation
- Exception handling
- Scope revisited
- Tasks
- Summary
- Chapter 5. Collection Types
- Matrices
- Tuples
- Dictionaries
- Sets
- Example project – word frequency
- Summary
- Chapter 6. More on Types Methods and Modules
- Type annotations and conversions
- The type hierarchy – subtypes and supertypes
- User-defined and composite types
- Types and collections – inner constructors
- Type unions
- Parametric types and methods
- Standard modules and paths
- Summary
- Chapter 7. Metaprogramming in Julia
- Expressions and symbols
- Eval and interpolation
- Defining macros
- Built-in macros
- Reflection capabilities
- Summary
- Chapter 8. I/O Networking and Parallel Computing
- Basic input and output
- Working with files
- Using DataFrames
- Working with TCP sockets and servers
- Interacting with databases
- Parallel operations and computing
- Summary
- Chapter 9. Running External Programs
- Running shell commands
- Calling C and FORTRAN
- Calling Python
- Performance tips
- Summary
- Chapter 10. The Standard Library and Packages
- Digging deeper into the standard library
- Julia's package manager
- Publishing a package
- Graphics in Julia
- Using Gadfly on data
- Summary
- Appendix A. List of Macros and Packages
- Macros
- List of packages
- Index 更新時間：2021-07-23 20:34:25
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