110 Decks - Earliest First - Chse one - invert order

1  The Open-Closed Principle - Part 1 - The Original Version

2  The Open-Closed Principle - Part 2 - The Contemporary Version - An Introduction

3  Lambda Expressions and Java 8 - Lambda Calculus, Lambda Expressions, Syntactic Sugar, First Class Functions

4  De Morgan's Laws are Monoid Homomorphisms

5  Arrive at monads by going from composition of pure functions to composition of effectful functions

6  Compositionality and Category Theory

7  Functor Laws

8  Natural Transformations

9  Monad as Functor with pair of Natural Transformations

10  Monad Laws Must Be Checked

11  Kleisli Composition

12  Writer Monad for logging execution of functions

13  Applicative Functor - Part 1

14  Sequence and Traverse - Part 1

15  Definitions of Functional Programming

16  Monoids - Part 1 - With examples using Scalaz and Cats

17  Monoids - Part 2 - With examples using Scalaz and Cats

18  Sequence and Traverse - Part 2

19  Sequence and Traverse - Part 3

20  Functor Composition

21  Monads do not Compose

22  Monad Transformers - Part 1

23  Addendum to `Monads do not Compose`

24  Non-strict functions, bottom, and Scala by-name parameters

25  Function Composition - forward composition versus backward composition

26  Year when lambda functions were introduced in various languages

27  Ad hoc Polymorphism using Type Classes and Cats

28  Symmetry in the interrelation of flatMap/foldMap/traverse and flatten/fold/sequence

29  Functional Effects - Part 1

30  Functional Effects - Part 2

31  Applicative Functor - Part 2

32  Applicative Functor - Part 3

33  State Monad

34  Scala 3 by Example - Algebraic Data Types for Domain Driven Design - Part 1

35  The Monad Fact Series

36  Monad Fact #1

37  Monad Fact #2

38  Monad Fact #3

39  Monad Fact #4

40  Monad Fact #5

41  Monad Fact #6

42  From Scala Monadic Effects to Unison Algebraic Effects

43  Scala 3 by Example - Algebraic Data Types for Domain Driven Design - Part 2

44  Game of Life - Polyglot FP - Haskell and Scala - Part 1

45  Game of Life - Polyglot FP - Haskell and Scala - Part 2

46  Game of Life - Polyglot FP - Haskell and Scala - Part 3

47  Folding Unfolded - Part 1

48  Folding Unfolded - Part 2

49  Folding Unfolded - Part 3

50  Folding Unfolded - Part 4

51  The Functional Programming Triad of Folding, Scanning and Iteration - A first example in Scala and Haskell

52  Folding Unfolded - Part 5

53  Scala 3 enum for a terser Option Monad Algebraic Data Type

54  Function Applicative for Great Good of Palindrome Checker Function

55  Sierpinski Triangle - Polyglot FP for Fun and Profit - Haskell and Scala

56  N-Queens Combinatorial Problem - Polyglot FP for Fun and Profit – Haskell and Scala - Part 1

57  N-Queens Combinatorial Problem - Polyglot FP for Fun and Profit – Haskell and Scala - Part 2

58  Left and Right Folds - Comparison of a mathematical definition and a programmatic one

59  N-Queens Combinatorial Problem - Polyglot FP for Fun and Profit – Haskell and Scala - Part 3

60  Quicksort - a whistle-stop tour of the algorithm in five languages and four paradigms

61  N-Queens Combinatorial Problem - Polyglot FP for Fun and Profit – Haskell and Scala - Part 4

62  Functional Core and Imperative Shell - Game of Life Example - Haskell and Scala

63  The Functional Programming Triad of map, filter and fold

64  ‘go-to’ general-purpose sequential collections - from Java To Scala

65  Refactoring: A First Example - Martin Fowler’s First Example of Refactoring, Adapted to Scala

66  Refactoring: A First Example - Martin Fowler’s First Example of Refactoring, Adapted to Java

67  Side by Side - Scala and Java Adaptations of Martin Fowler’s Javascript Refactoring Example

68  The Expression Problem Part 1

69  Computer Graphics in Java and Scala - Part 1

70  The Expression Problem Part 2

71  Computer Graphics in Java and Scala - Part 1b

72  The Uniform Access Principle

73  The Sieve of Eratosthenes - Part 1

74  Algebraic Data Types for Data Oriented Programming - From Haskell and Scala to Java

75  Sum and Product Types - The Fruit Salad & Fruit Snack Example

76  The Sieve of Eratosthenes - Part 2 - Genuine versus Unfaithful Sieve

77  Nat, List and Option Monoids - From scratch - Combining and Folding - An example

78  The aggregate function - from sequential and parallel folds to parallel aggregation

79  Kleisli composition, flatMap, join, map, unit - implementation and interrelation - V2 updated for Scala 3

80  N-Queens Combinatorial Puzzle meets Cats

81  A sighting of sequence function in Practical FP in Scala

82  A sighting of traverseFilter and foldMap in Practical FP in Scala

83  A sighting of traverse_ in Practical FP in Scala

84  Fusing Transformations of Strict Scala Collections with Views

85  Tagless Final Encoding - Algebras and Interpreters and also Programs

86  Scala Left Fold Parallelisation - Three Approaches

87  Folding Cheat Sheet Series Titles

88  Folding Cheat Sheet #1 - Folding over recursively defined data structures for natural numbers and lists

89  Folding Cheat Sheet #2 - Programmatic and mathematical definitions of right fold and left fold

90  Folding Cheat Sheet #3 - The universal property of fold

91  Folding Cheat Sheet #4 - For functions that can be defined both as a right fold and as a left fold, one may be more efficient than the other

92  Direct Style Effect Systems - The Print[A] Example - A Comprehension Aid

93  A Sighting of filterA in Typelevel Rite of Passage

94  Hand Rolled Applicative User Validation Code Kata

95  Folding Cheat Sheet #5 - Folding a list right and left using Cons and Nil results in the identity and reverse functions

96  Folding Cheat Sheet #6 - Left and right folds and tail recursion

97  Folding Cheat Sheet #7 - The three duality theorems of fold

98  Function Applicative for Great Good of Leap Year Function

99  Folding Cheat Sheet #8 - Folding with monoids

100  From Subtype Polymorphism To Typeclass-based Ad hoc Polymorphism - An Example

101  The Debt Metaphor - Ward Cunningham in his 2009 YouTube video

102  Fibonacci Function Gallery - Part 1

103  Fibonacci Function Gallery - Part 2

104  Drawing Heighway’s Dragon - Part 1 - Recursive Function Rewrite - From Imperative Style in Pascal 64 To Functional Style in Scala 3

105  Drawing Heighway’s Dragon - Part 2 - Recursive Function Simplification - From 2^n Recursive Invocations To n Tail-Recursive Invocations Exploiting Self-Similarity

106  Drawing Heighway’s Dragon - Part 3 - Simplification Through Separation of Concerns - Rotation Without Matrix Multiplication

107  The Nature of Complexity in John Ousterhout’s Philosophy of Software Design

108  Drawing Heighway’s Dragon - Part 4 - Interactive and Animated Dragon Creation

109  List Unfolding - 'unfold' as the Computational Dual of 'fold', and how 'unfold' relates to 'iterate'

110  Folding Cheat Sheet #9 - List Unfolding - 'unfold' as the Computational Dual of 'fold', and how 'unfold' relates to 'iterate'