F♯ for scientists
"Developed in consultation with Don Syme of Microsoft Research Ltd.--who wrote the language--F♯ for Scientists explains and demonstrates the powerful features of this important new programming language. The book assumes no prior experience and guides the reader from the basics of computer progr...
Main Author: | |
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Format: | eBook |
Language: | English |
Published: |
Hoboken, N.J.
John Wiley
2008
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Online Access: | |
Collection: | O'Reilly - Collection details see MPG.ReNa |
Table of Contents:
- Introduction. Programming guidelines
- A brief history of F♯
- Benefits of F♯
- Introducing F♯
- Imperative programming
- Functional programming
- Program structure. Nesting
- Factoring
- Modules. Objects
- Functional design patterns
- F♯ development
- Data structures. Algorithmic complexity
- Arrays
- Lists
- Sets
- Hash tables
- Maps
- Choosing a data structure
- Sequences
- Heterogeneous containers
- Trees
- Numerical Analysis. Number
- Algebra
- Interpolation
- Quadratic solutions
- Mean and variance
- Other forms of arithmetic
- Input and Output. Printing
- Generic printing
- Reading from and writing to files
- Serialization
- Lexing and parsing
- Simple Examples. Functional
- Numerical
- String related
- List related
- Array related
- Higher order functions
- Visualization. Windows forms
- Managed directX
- Tesselating objects into triangles
- Optimization. Timing
- Profiling
- Algorithmic optimizations
- Lower level optimizations
- Libraries. Loading .NET libraries
- Charting and graphing
- Threads
- Random numbers
- Regular expressions
- Vectors and matrices
- Downloading from the Web
- Compression
- Handling XML
- Calling native libraries
- Fourier transform
- Metaprogramming
- Databases. Protein data bank
- Web services
- Relational databases
- Interoperability. Excel interoperability
- MATLAB interoperability
- Mathematica interoperability
- Complete examples. Fast Fourier transform
- Semicircle law
- Finding nth nearest neighbors
- Logistic map
- Real time particle dynamics
- Appendix A: Troubleshooting
- Includes bibliographical references (pages 325-327) and index