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Learning F# Functional Data Structures and Algorithms
最新章節：
Index
IfyouhavejuststartedyouradventurewithF#,thenthisbookwillhelpyoutaketherightstepstobecomeasuccessfulF#coder.Anintermediateknowledgeofimperativeprogrammingconcepts,andabasicunderstandingofthealgorithmsanddatastructuresin.NETenvironmentsusingtheC#languageandBCL(BaseClassLibrary),wouldbehelpful.
目錄(84章)
倒序
- 封面
- 版權信息
- Credits
- Foreword
- Foreword
- Foreword
- About the Author
- Acknowledgments
- About the Reviewers
- www.PacktPub.com
- Preface
- Chapter 1. Embrace the Truth
- Exploring the functional programming paradigm
- Thinking functional – why functional programming matters
- A historical primer of F#
- The Hello World example
- A brief F# language primer
- Syntactical similarities and differences
- Benefits of using F# over C#
- Summary
- Chapter 2. Now Lazily Get Over It Again
- Setting up the IDE
- Your first F# project
- Talk is cheap show me some code
- To understand recursion you must understand recursion
- Memoization with Fibonacci
- Towers of Hanoi
- Sorting lazily
- F# 4.0 – new features
- Summary
- Chapter 3. What's in the Bag Anyway?
- Exploring data structures in F#
- F# implementation of sorting algorithms
- Algorithmic complexity and the Big-O notation
- Summary
- Chapter 4. Are We There Yet?
- Diving deep into enumerations and sequences
- Enumerating a CSV file
- Query expressions
- Creating sequences from collections
- Usage considerations for sequences
- Summary
- Chapter 5. Let's Stack Up
- Let's build a stack
- Stack with concurrency support
- Testing the stack
- Algorithm – parenthesis matching using stacks
- Summary
- Chapter 6. See the Forest for the Trees
- Tree as a data structure
- The binary search tree
- Navigating the tree
- Abstract syntax trees
- Summary
- Chapter 7. Jumping the Queue
- Let's make a functional queue
- The FSharpx.Collections library
- Summary
- Chapter 8. Quick Boost with Graph
- Graphs
- Modeling graphs using F#
- The shortest path algorithm
- Finding the minimal path sum
- Summary
- Chapter 9. Sets Maps and Vectors of Indirections
- Sets and maps
- Vectors
- F# and the Intermediate Language
- Summary
- Chapter 10. Where to Go Next?
- References and further readings
- F# language resources
- Component design guidelines
- Functional programming guides
- Books and interactive tutorials
- Video tutorials
- Community projects – development tools
- Community projects – functional programming
- Community projects – data science programming
- Community projects – the GPU execution
- General functional programming
- Academic resources
- Summary
- Index 更新時間：2021-07-16 14:11:02
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