The book of F# : breaking free with managed functional programming / / by Dave Fancher |
Autore | Fancher Dave |
Edizione | [1st edition] |
Pubbl/distr/stampa | San Francisco, California : , : No Starch Press, , 2014 |
Descrizione fisica | 1 online resource (314 p.) |
Disciplina | 005.1/17 |
Soggetto topico | F# (Computer program language) |
Soggetto genere / forma | Electronic books. |
ISBN |
1-59327-582-X
1-4571-8531-8 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
""Foreword""; ""Preface""; ""Acknowledgments""; ""Introduction""; ""Whom Is This Book For?""; ""How Is This Book Organized?""; ""Additional Resources""; ""Chapter 1: Meet F#""; ""F# in Visual Studio""; ""Project Templates""; ""Project Organization""; ""Significance of Whitespace""; ""Grouping Constructs""; ""Namespaces""; ""Modules""; ""Expressions Are Everywhere""; ""Application Entry Point""; ""Implicit Return Values""; ""Your First F# Program""; ""Summary""; ""Chapter 2: F# Interactive""; ""Running F# Interactive""; ""F# Interactive Output""; ""The it Identifier""
""Playing in the Sandbox""""#help""; ""#quit""; ""#load""; ""#r""; ""#I""; ""#time""; ""Scripting""; ""F# Interactive Options""; ""--load""; ""--use""; ""--reference""; ""--lib""; ""--define""; ""--exec""; ""--""; ""--quiet""; ""--optimize""; ""--tailcalls""; ""Summary""; ""Chapter 3: Fundamentals""; ""Immutability and Side Effects""; ""Functional Purity""; ""Bindings""; ""let Bindings""; ""use Bindings""; ""do Bindings""; ""Identifier Naming""; ""Core Data Types""; ""Boolean Values and Operators""; ""Numeric Types""; ""Characters""; ""Strings""; ""Type Inference""; ""Nullability"" ""Options""""Unit Type""; ""Enumerations""; ""Flags Enumerations""; ""Reconstructing Enumeration Values""; ""Flow Control""; ""Looping""; ""Branching""; ""Generics""; ""Automatic Generalization""; ""Explicit Generalization""; ""Flexible Types""; ""Wildcard Pattern""; ""Statically Resolved Type Parameters""; ""When Things Go Wrong""; ""Handling Exceptions""; ""Raising Exceptions""; ""Custom Exceptions""; ""String Formatting""; ""Type Abbreviations""; ""Comments""; ""End-of-Line Comments""; ""Block Comments""; ""XML Documentation""; ""Summary""; ""Chapter 4: Staying Objective""; ""Classes"" ""Constructors""""Fields""; ""Properties""; ""Methods""; ""Events""; ""Structures""; ""Inheritance""; ""Casting""; ""Overriding Members""; ""Abstract Classes""; ""Abstract Members""; ""Virtual Members""; ""Sealed Classes""; ""Static Members""; ""Static Initializers""; ""Static Fields""; ""Static Properties""; ""Static Methods""; ""Mutually Recursive Types""; ""Interfaces""; ""Implementing Interfaces""; ""Defining Interfaces""; ""Custom Operators""; ""Prefix Operators""; ""Infix Operators""; ""New Operators""; ""Global Operators""; ""Object Expressions""; ""Type Extensions""; ""Summary"" ""Chapter 5: Let�s Get Functional""""What Is Functional Programming?""; ""Programming with Functions""; ""Functions as Data""; ""Interoperability Considerations""; ""Currying""; ""Partial Application""; ""Pipelining""; ""Function Composition""; ""Recursive Functions""; ""Tail-Call Recursion""; ""Mutually Recursive Functions""; ""Lambda Expressions""; ""Closures""; ""Functional Types""; ""Tuples""; ""Record Types""; ""Discriminated Unions""; ""Defining Discriminated Unions""; ""Additional Members""; ""Lazy Evaluation""; ""Summary""; ""Chapter 6: Going to Collections""; ""Sequences"" ""Creating Sequences"" |
Record Nr. | UNINA-9910464324603321 |
Fancher Dave
![]() |
||
San Francisco, California : , : No Starch Press, , 2014 | ||
![]() | ||
Lo trovi qui: Univ. Federico II | ||
|
The book of F# : breaking free with managed functional programming / / by Dave Fancher |
Autore | Fancher Dave |
Edizione | [1st edition] |
Pubbl/distr/stampa | San Francisco, California : , : No Starch Press, , 2014 |
Descrizione fisica | 1 online resource (314 p.) |
Disciplina | 005.1/17 |
Soggetto topico | F# (Computer program language) |
ISBN |
1-59327-582-X
1-4571-8531-8 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
""Foreword""; ""Preface""; ""Acknowledgments""; ""Introduction""; ""Whom Is This Book For?""; ""How Is This Book Organized?""; ""Additional Resources""; ""Chapter 1: Meet F#""; ""F# in Visual Studio""; ""Project Templates""; ""Project Organization""; ""Significance of Whitespace""; ""Grouping Constructs""; ""Namespaces""; ""Modules""; ""Expressions Are Everywhere""; ""Application Entry Point""; ""Implicit Return Values""; ""Your First F# Program""; ""Summary""; ""Chapter 2: F# Interactive""; ""Running F# Interactive""; ""F# Interactive Output""; ""The it Identifier""
""Playing in the Sandbox""""#help""; ""#quit""; ""#load""; ""#r""; ""#I""; ""#time""; ""Scripting""; ""F# Interactive Options""; ""--load""; ""--use""; ""--reference""; ""--lib""; ""--define""; ""--exec""; ""--""; ""--quiet""; ""--optimize""; ""--tailcalls""; ""Summary""; ""Chapter 3: Fundamentals""; ""Immutability and Side Effects""; ""Functional Purity""; ""Bindings""; ""let Bindings""; ""use Bindings""; ""do Bindings""; ""Identifier Naming""; ""Core Data Types""; ""Boolean Values and Operators""; ""Numeric Types""; ""Characters""; ""Strings""; ""Type Inference""; ""Nullability"" ""Options""""Unit Type""; ""Enumerations""; ""Flags Enumerations""; ""Reconstructing Enumeration Values""; ""Flow Control""; ""Looping""; ""Branching""; ""Generics""; ""Automatic Generalization""; ""Explicit Generalization""; ""Flexible Types""; ""Wildcard Pattern""; ""Statically Resolved Type Parameters""; ""When Things Go Wrong""; ""Handling Exceptions""; ""Raising Exceptions""; ""Custom Exceptions""; ""String Formatting""; ""Type Abbreviations""; ""Comments""; ""End-of-Line Comments""; ""Block Comments""; ""XML Documentation""; ""Summary""; ""Chapter 4: Staying Objective""; ""Classes"" ""Constructors""""Fields""; ""Properties""; ""Methods""; ""Events""; ""Structures""; ""Inheritance""; ""Casting""; ""Overriding Members""; ""Abstract Classes""; ""Abstract Members""; ""Virtual Members""; ""Sealed Classes""; ""Static Members""; ""Static Initializers""; ""Static Fields""; ""Static Properties""; ""Static Methods""; ""Mutually Recursive Types""; ""Interfaces""; ""Implementing Interfaces""; ""Defining Interfaces""; ""Custom Operators""; ""Prefix Operators""; ""Infix Operators""; ""New Operators""; ""Global Operators""; ""Object Expressions""; ""Type Extensions""; ""Summary"" ""Chapter 5: Let�s Get Functional""""What Is Functional Programming?""; ""Programming with Functions""; ""Functions as Data""; ""Interoperability Considerations""; ""Currying""; ""Partial Application""; ""Pipelining""; ""Function Composition""; ""Recursive Functions""; ""Tail-Call Recursion""; ""Mutually Recursive Functions""; ""Lambda Expressions""; ""Closures""; ""Functional Types""; ""Tuples""; ""Record Types""; ""Discriminated Unions""; ""Defining Discriminated Unions""; ""Additional Members""; ""Lazy Evaluation""; ""Summary""; ""Chapter 6: Going to Collections""; ""Sequences"" ""Creating Sequences"" |
Record Nr. | UNINA-9910788865103321 |
Fancher Dave
![]() |
||
San Francisco, California : , : No Starch Press, , 2014 | ||
![]() | ||
Lo trovi qui: Univ. Federico II | ||
|
The book of F# : breaking free with managed functional programming / / by Dave Fancher |
Autore | Fancher Dave |
Edizione | [1st edition] |
Pubbl/distr/stampa | San Francisco, California : , : No Starch Press, , 2014 |
Descrizione fisica | 1 online resource (314 p.) |
Disciplina | 005.1/17 |
Soggetto topico | F# (Computer program language) |
ISBN |
1-59327-582-X
1-4571-8531-8 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
""Foreword""; ""Preface""; ""Acknowledgments""; ""Introduction""; ""Whom Is This Book For?""; ""How Is This Book Organized?""; ""Additional Resources""; ""Chapter 1: Meet F#""; ""F# in Visual Studio""; ""Project Templates""; ""Project Organization""; ""Significance of Whitespace""; ""Grouping Constructs""; ""Namespaces""; ""Modules""; ""Expressions Are Everywhere""; ""Application Entry Point""; ""Implicit Return Values""; ""Your First F# Program""; ""Summary""; ""Chapter 2: F# Interactive""; ""Running F# Interactive""; ""F# Interactive Output""; ""The it Identifier""
""Playing in the Sandbox""""#help""; ""#quit""; ""#load""; ""#r""; ""#I""; ""#time""; ""Scripting""; ""F# Interactive Options""; ""--load""; ""--use""; ""--reference""; ""--lib""; ""--define""; ""--exec""; ""--""; ""--quiet""; ""--optimize""; ""--tailcalls""; ""Summary""; ""Chapter 3: Fundamentals""; ""Immutability and Side Effects""; ""Functional Purity""; ""Bindings""; ""let Bindings""; ""use Bindings""; ""do Bindings""; ""Identifier Naming""; ""Core Data Types""; ""Boolean Values and Operators""; ""Numeric Types""; ""Characters""; ""Strings""; ""Type Inference""; ""Nullability"" ""Options""""Unit Type""; ""Enumerations""; ""Flags Enumerations""; ""Reconstructing Enumeration Values""; ""Flow Control""; ""Looping""; ""Branching""; ""Generics""; ""Automatic Generalization""; ""Explicit Generalization""; ""Flexible Types""; ""Wildcard Pattern""; ""Statically Resolved Type Parameters""; ""When Things Go Wrong""; ""Handling Exceptions""; ""Raising Exceptions""; ""Custom Exceptions""; ""String Formatting""; ""Type Abbreviations""; ""Comments""; ""End-of-Line Comments""; ""Block Comments""; ""XML Documentation""; ""Summary""; ""Chapter 4: Staying Objective""; ""Classes"" ""Constructors""""Fields""; ""Properties""; ""Methods""; ""Events""; ""Structures""; ""Inheritance""; ""Casting""; ""Overriding Members""; ""Abstract Classes""; ""Abstract Members""; ""Virtual Members""; ""Sealed Classes""; ""Static Members""; ""Static Initializers""; ""Static Fields""; ""Static Properties""; ""Static Methods""; ""Mutually Recursive Types""; ""Interfaces""; ""Implementing Interfaces""; ""Defining Interfaces""; ""Custom Operators""; ""Prefix Operators""; ""Infix Operators""; ""New Operators""; ""Global Operators""; ""Object Expressions""; ""Type Extensions""; ""Summary"" ""Chapter 5: Let�s Get Functional""""What Is Functional Programming?""; ""Programming with Functions""; ""Functions as Data""; ""Interoperability Considerations""; ""Currying""; ""Partial Application""; ""Pipelining""; ""Function Composition""; ""Recursive Functions""; ""Tail-Call Recursion""; ""Mutually Recursive Functions""; ""Lambda Expressions""; ""Closures""; ""Functional Types""; ""Tuples""; ""Record Types""; ""Discriminated Unions""; ""Defining Discriminated Unions""; ""Additional Members""; ""Lazy Evaluation""; ""Summary""; ""Chapter 6: Going to Collections""; ""Sequences"" ""Creating Sequences"" |
Record Nr. | UNINA-9910828109603321 |
Fancher Dave
![]() |
||
San Francisco, California : , : No Starch Press, , 2014 | ||
![]() | ||
Lo trovi qui: Univ. Federico II | ||
|
F# for machine learning essentials : get up and running with machine learning with F# in a fun and functional way / / Sudipta Mukherjee ; foreword by Dr. Ralf Herbrich, director of machine learning science at Amazon |
Autore | Mukherjee Sudipta |
Edizione | [1.] |
Pubbl/distr/stampa | Birmingham, England ; ; Mumbai, [India] : , : Packt Publishing, , 2016 |
Descrizione fisica | 1 online resource (194 p.) |
Disciplina | 005.133 |
Collana | Community Experience Distilled |
Soggetto topico |
F# (Computer program language)
Machine learning |
ISBN | 1-78398-935-1 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Cover ; Copyright; Credits; Foreword; About the Author; Acknowledgments; About the Reviewers; www.PacktPub.com; Table of Contents; Preface; Chapter 1: Introduction to Machine Learning; Objective; Getting in touch; Different areas where machine learning is being used; Why use F#?; Supervised machine learning; Training and test dataset/corpus; Some motivating real life examples of supervised learning; Nearest Neighbour algorithm (a.k.a k-NN algorithm); Distance metrics; Decision tree algorithms; Unsupervised learning; Machine learning frameworks; Machine learning for fun and profit
Recognizing handwritten digits - your ""Hello World"" ML programHow does this work?; Summary; Chapter 2: Linear Regression; Objective; Different types of linear regression algorithms; APIs used; Math.NET Numerics for F# 3.7.0; Getting Math.NET; Experimenting with Math.NET; The basics of matrices and vectors (a short and sweet refresher); Creating a vector; Creating a matrix; Finding the transpose of a matrix; Finding the inverse of a matrix; Trace of a matrix; QR decomposition of a matrix; SVD of a matrix; Linear regression method of least square Finding linear regression coefficients using F#Finding the linear regression coefficients using Math.NET; Putting it together with Math.NET and FsPlot; Multiple linear regression; Multiple linear regression and variations using Math.NET; Weighted linear regression; Plotting the result of multiple linear regression; Ridge regression; Multivariate multiple linear regression; Feature scaling; Summary; Chapter 3: Classification Techniques; Objective; Different classification algorithms you will learn; Some interesting things you can do; Binary classification using k-NN; How does it work? Finding cancerous cells using k-NN: a case studyUnderstanding logistic regression ; The sigmoid function chart; Binary classification using logistic regression (using Accord.NET); Multiclass classification using logistic regression; How does it work?; Multiclass classification using decision trees; Obtaining and using WekaSharp; How does it work?; Predicting a traffic jam using a decision tree: a case study; Challenge yourself!; Summary; Chapter 4: Information Retrieval; Objective; Different IR algorithms you will learn; What interesting things can you do? Information retrieval using tf-idfMeasures of similarity; Generating a PDF from a histogram; Minkowski family; L1 family; Intersection family; Inner Product family; Fidelity family or squared-chord family; Squared L2 family; Shannon's Entropy family; Similarity of asymmetric binary attributes; Some example usages of distance metrics; Finding similar cookies using asymmetric binary similarity measures; Grouping/clustering color images based on Canberra distance; Summary; Chapter 5: Collaborative Filtering; Objective; Different classification algorithms you will learn Vocabulary of collaborative filtering |
Altri titoli varianti | F sharp for machine learning essentials |
Record Nr. | UNINA-9910798003903321 |
Mukherjee Sudipta
![]() |
||
Birmingham, England ; ; Mumbai, [India] : , : Packt Publishing, , 2016 | ||
![]() | ||
Lo trovi qui: Univ. Federico II | ||
|
F# for machine learning essentials : get up and running with machine learning with F# in a fun and functional way / / Sudipta Mukherjee ; foreword by Dr. Ralf Herbrich, director of machine learning science at Amazon |
Autore | Mukherjee Sudipta |
Edizione | [1.] |
Pubbl/distr/stampa | Birmingham, England ; ; Mumbai, [India] : , : Packt Publishing, , 2016 |
Descrizione fisica | 1 online resource (194 p.) |
Disciplina | 005.133 |
Collana | Community Experience Distilled |
Soggetto topico |
F# (Computer program language)
Machine learning |
ISBN | 1-78398-935-1 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Cover ; Copyright; Credits; Foreword; About the Author; Acknowledgments; About the Reviewers; www.PacktPub.com; Table of Contents; Preface; Chapter 1: Introduction to Machine Learning; Objective; Getting in touch; Different areas where machine learning is being used; Why use F#?; Supervised machine learning; Training and test dataset/corpus; Some motivating real life examples of supervised learning; Nearest Neighbour algorithm (a.k.a k-NN algorithm); Distance metrics; Decision tree algorithms; Unsupervised learning; Machine learning frameworks; Machine learning for fun and profit
Recognizing handwritten digits - your ""Hello World"" ML programHow does this work?; Summary; Chapter 2: Linear Regression; Objective; Different types of linear regression algorithms; APIs used; Math.NET Numerics for F# 3.7.0; Getting Math.NET; Experimenting with Math.NET; The basics of matrices and vectors (a short and sweet refresher); Creating a vector; Creating a matrix; Finding the transpose of a matrix; Finding the inverse of a matrix; Trace of a matrix; QR decomposition of a matrix; SVD of a matrix; Linear regression method of least square Finding linear regression coefficients using F#Finding the linear regression coefficients using Math.NET; Putting it together with Math.NET and FsPlot; Multiple linear regression; Multiple linear regression and variations using Math.NET; Weighted linear regression; Plotting the result of multiple linear regression; Ridge regression; Multivariate multiple linear regression; Feature scaling; Summary; Chapter 3: Classification Techniques; Objective; Different classification algorithms you will learn; Some interesting things you can do; Binary classification using k-NN; How does it work? Finding cancerous cells using k-NN: a case studyUnderstanding logistic regression ; The sigmoid function chart; Binary classification using logistic regression (using Accord.NET); Multiclass classification using logistic regression; How does it work?; Multiclass classification using decision trees; Obtaining and using WekaSharp; How does it work?; Predicting a traffic jam using a decision tree: a case study; Challenge yourself!; Summary; Chapter 4: Information Retrieval; Objective; Different IR algorithms you will learn; What interesting things can you do? Information retrieval using tf-idfMeasures of similarity; Generating a PDF from a histogram; Minkowski family; L1 family; Intersection family; Inner Product family; Fidelity family or squared-chord family; Squared L2 family; Shannon's Entropy family; Similarity of asymmetric binary attributes; Some example usages of distance metrics; Finding similar cookies using asymmetric binary similarity measures; Grouping/clustering color images based on Canberra distance; Summary; Chapter 5: Collaborative Filtering; Objective; Different classification algorithms you will learn Vocabulary of collaborative filtering |
Altri titoli varianti | F sharp for machine learning essentials |
Record Nr. | UNINA-9910824490003321 |
Mukherjee Sudipta
![]() |
||
Birmingham, England ; ; Mumbai, [India] : , : Packt Publishing, , 2016 | ||
![]() | ||
Lo trovi qui: Univ. Federico II | ||
|
F# for scientists / / Jon Harrop ; foreword by Don Syme |
Autore | Harrop Jon |
Edizione | [1st edition] |
Pubbl/distr/stampa | Hoboken, New Jersey : , : Wiley, , 2008 |
Descrizione fisica | 1 online resource (370 p.) |
Disciplina |
005.1/14
005.114 005.133 |
Soggetto topico |
F# (Computer program language)
Science - Data processing Functional programming (Computer science) |
Soggetto genere / forma | Electronic books. |
ISBN |
1-118-21081-6
1-281-76688-7 9786611766887 0-470-38595-2 0-470-38594-4 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | 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. |
Record Nr. | UNINA-9910144113203321 |
Harrop Jon
![]() |
||
Hoboken, New Jersey : , : Wiley, , 2008 | ||
![]() | ||
Lo trovi qui: Univ. Federico II | ||
|
F# for scientists / / Jon Harrop ; foreword by Don Syme |
Autore | Harrop Jon |
Edizione | [1st edition] |
Pubbl/distr/stampa | Hoboken, New Jersey : , : Wiley, , 2008 |
Descrizione fisica | 1 online resource (370 p.) |
Disciplina |
005.1/14
005.114 005.133 |
Soggetto topico |
F# (Computer program language)
Science - Data processing Functional programming (Computer science) |
ISBN |
1-118-21081-6
1-281-76688-7 9786611766887 0-470-38595-2 0-470-38594-4 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | 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. |
Record Nr. | UNINA-9910831072703321 |
Harrop Jon
![]() |
||
Hoboken, New Jersey : , : Wiley, , 2008 | ||
![]() | ||
Lo trovi qui: Univ. Federico II | ||
|