functional_programming.md

Functional Programming

• Why Functional Programming Matters
• Devoxx Poland 2016 - Ted Neward - Why Functional Programming Matters
• Why is Learning Functional Programming So Damned Hard?
• What Functional Programming Is + Why It Makes You Better
• Why Isn't Functional Programming the Norm? – Richard Feldman
  • 결론; 대세가 될 것이나 시간이 필요
  • 이유; OOP가 그 자체 고유 특성의 우수성때문에 대세가 된 것이 아니기 때문
    • 예를 들어 OOP 고유 특성중 하나인 상속은 OOP에서조차 기피 대상, 대신 compostion 사용. composition은 FP에도 존재
    • 캡슐화 = 정보 은닉 개념 = 모듈화 개념의 다른 버전
  • 그럼 왜 OOP 언어들이 대세인가
    • Killer App; Ruby on Rails나 Wordpress/Drupal의 PHP
    • 거대 업체 지원; Apple(ObjC, Swift), Google(Go), MS(C#)
    • 시스템상 지원; OS/Embedded(C/C++), 브라우저(Javascript)
    • 이런 모든 것의 지원을 받는 경우; Java(Sun)
    • 꾸준한 업데이트; Python
  • 그러나 이들 언어에서도조차도 함수형 프로그래밍 스타일이 점점 유행
• Why do we use OOP over functional code We use less code
• Why I use typed functional programming
• How Do I Learn Some Functional Programming?
• Functional Patterns in Domain Driven Design applied to Financial Models
• Functional Programming Doesn't Work (and what to do about it)
• Genuinely Functional User Interfaces
• The Expression Problem and Tables
• Imperative Functional Programming
• The algebra (and calculus!) of algebraic data types
• Covariance and Contravariance: a fresh look at an old issue
• Ask HN: Which functional programming language is the popular enterprise choice?
• FUNCTIONAL PROGRAMMING IN A DYSFUNCTIONAL WORLD
• Functional programming, APL and Unix pipes
• The Essence of FRP
• Functional Programming in the Real World
• FBP inspired data flow syntax: The missing piece for the success of functional programming?
• FUNCTIONAL PROGRAMMING IN A DYSFUNCTIONAL WORLD
• From Imperative to Pure-Functional and Back Again: Monads vs. Scoped Continuations
• Purely Functional Performance
• Hello, declarative world
• Ten reasons not to use a statically typed functional programming language
• Functional Programming Hurdle: Uninteresting programs
• "Controlling Time and Space: understanding the many formulations of FRP" by Evan Czaplicki
• Elm: Concurrent FRP for Functional GUIs
• Purely Functional Data Structures
• Seemingly impossible functional programs
• 케빈 TV
  • 24회 (1부) - 게임하면서 배우는 함수형 프로그래밍
  • 24회 (2부) - 게임하면서 배우는 함수형 프로그래밍
  • 24회 (3부) - 게임하면서 배우는 함수형 프로그래밍
  • e03 – 함수형 프로그래머를 찾아서 – 한주영 1부
  • e03 – 함수형 프로그래머를 찾아서 – 한주영 2부
  • e03 – 함수형 프로그래머를 찾아서 – 한주영 3부
  • e03 – 함수형 프로그래머를 찾아서 – 한주영 4부
  • e03 – 함수형 프로그래머를 찾아서 – 한주영 5부 (마지막)
• What Is Functional Programming?
  • 함수형 프로그래밍이란 무엇인가?
• Which Programming Languages Are Functional?
  • 어떤 프로그래밍 언어들이 함수형인가?
  • 함수형 프로그래밍이란 - 2편
• 함수형 프로그래밍(Functional Programming) 기초
• 함수형 프로그래밍 두번째 이야기: 왜 함수형이라고 부를까?
• 번역 함수형 프로그래밍 세번째 이야기: 그럼 지금까지 해오던 것들을 다 바꾸어야 할까?
• 순수 함수와 정직한 설계
• A prettier printer
• (번역) A prettier printer — 필립 와들러
• 함수형 프로그래밍
  • OOP는 사라지지 않을 거 같다
  • 하나의 thread에서의 속도는 C보다 빠를 수가 없다. 다만 race condition이 훨씬 적다, immutable이니까
  • rust에 대한 흥미
• Can I do FP in my language?
• Just Enough Functional Programming
• 함수형 프로그래밍의 장점
• Non-deterministic
• Practical Functional Programming
• midojeong.github.io/tags/#함수형
• Functional Programming For People Who Hate Math
• Pros and cons of functional programming
• Are idempotent functions the same as pure functions?
• Elements of Functional Programming map, flatMap, filter in Swift
• Functional Programming & Haskell - Computerphile
• What Is Functional Programming?
• So You Want to be a Functional Programmer
  • Part 1
  • Part 2
  • Part 3
  • Part 4
  • Part 5
  • Part 6
• 함수형 프로그래밍과 수학
• Referential Transparency — Programming Word of the Day
• Gain confidence with referential transparency
• Functional 360 Archives haskell, scala, clojure, F#에 대한 주간 뉴스
• Discover the power of first class functions
• 함수란 무엇인가?
• The Knights of Functional Programming fight the Imperative Dragon
• 함수형 프로그래밍 정리
• 함수형 프로그래밍의 시대가 오고 있(지는 않)다
• 함수형 프로그래밍이 어려운 이유 - 사실은 함수형 프로그래밍이 더 쉽다
• "Haskell vs. F# vs. Scala - A High-Level Language Features and Parallelism Support Comparison"을 읽고
• So You Want to be a Functional Programmer (Part 1)
• A Glossary of Functional Programming
• 수학에서 기원한 프로그래밍 패러다임, 순수 함수
• Benefits of Functional Programming by Example
• Code Smell: Side Effects
• Thinking in Functions, Part I: The Input/Output pattern
• 프로그래머를 위한 논리학 - 0
• 프로그래머를 위한 논리학 - 1
• The Essence of Functional Programming
• The Functional Sandwich Principle
• GOTO 2018 • Functional Programming in 40 Minutes • Russ Olsen - YouTube
• The Object-Oriented vs. Functional Programming Language Evolution | by O'Reilly Media | oreillymedia | Sep, 2020 | Medium
• Why developers are falling in love with functional programming | by Rhea Moutafis | Towards Data Science
• 김진철의 How-to-Big Data | 빅데이터의 미래 (13) - CIO Korea
• 다시보는 커링 | overcurried
• The reality of functional programming - Developer Melange PODCAST - LispCast
• Legacy in Functional Programming PODCAST - LispCast
• 라인 백엔드 개발자의 함수형 프로그래밍 언어 실전 사용기 | 라인개발실록 - YouTube
• Immutability is not enough
• 실무에서 써먹는 불변성 | Popit
• Charles Scalfani, Author of Functional Programming Made Easier: A Step-by-Step Guide
• 다양한 함수의 정의와 표현
• How Functional Programming Can Make You A Better Developer - YouTube
• The Functional Programming Triad of Map, Filter and Fold
• FP is the new OOP - YouTube
• ‘액션-계산-데이터’ 관점으로 보는 함수형 프로그래밍 패러다임 | 요즘IT
• 함수형 프로그래밍 언어 3대장. (1) 세상 가장 우아한 코드를 만드는 Clojure, (2) 실무에… | by 김대현 | HappyProgrammer | Medium

ADT (Algebraic Data Type)

• Functional Mumbo Jumbo - ADTs
• Algebraic Data Types in four languages
• What is an ADT (Algebraic Data types)?
• Algebraic Data Types and Data Modelling - EGYM Software Development
• The Simple Essence of Algebraic Subtyping: Principal Type Inference with Subtyping Made Easy | Lambda the Ultimate

Book

• 스칼라 FP 관련 책들
• Book of monads by Alejandro Serrano Mena Leanpub PDF/iPad/Kindle
• Category Theory for Programmers: The Preface
• Grokking Simplicity
• Functional Programming for Mortals
• Functional and Reactive Domain Modeling
• Implementing functional languages: a tutorial
• An Outsider's Guide to Statically Typed Functional Programming by Brian Marick PDF/iPad/Kindle

Category Theory

• Category Theory from the Universe Up
• 2015-09 Category Theory in Functional Programming
• Greg Pfeil - Category-parametric Programming
• Applied Category Theory - The Emerging Science of Compositionality
• What’s in a Name? The ABC’s of Category Theory and Functional Programming
• Data Juggling - Part 5 - Curry-Howard-Lambek Correspondence
• Category Theory - Chapter 1: Basic Constructions
• Wolfram Physics Project: Relations to Category Theory
  • 스테판 울프럼이 온라인 세션으로 다른 물리학자들과 진행한 "Relations to Category Theory"
  • 4시간 가까이 이론 설명 및 토론 + 매스매티카로 예제 구현, 어려움

Clojure

• All I needed for FP I learned in High School Algebra - Eric Normand
• Functional programming, meet OOP - The Startup - Medium
• Clojure - Functional Programming for the JVM
• Functional-navigational programming in Clojure(Script) with Specter
• Learn Functional Programming with Clojure
• Functional programming in Clojure
• Modern functional programming with Clojure - YouTube
• Functional Programming in the Cloud: Simpler Application Development Datomic Cloud
• Purely Functional IO in Clojure
• Functional Programming
• This is why people say that in functional programming the order of execution doesn’t matter - Learning Resources - ClojureVerse
• Functional Programming: Rapid Prototyping and Fast Delivery with Clojure - YouTube

Conference

• Lambda World
• Functional Programming with Effects by Rob Norris
• "Outperforming Imperative with Pure Functional Languages" by Richard Feldman - YouTube
• Functional Programming for Pragmatists • Richard Feldman • GOTO 2021 - YouTube

C++

• Once you go functional, you can never go back
• Functional Programming in C++
• [Ndc17 ppt fp_in_modern_c++(https://www.slideshare.net/isaacjeon/ndc17-ppt-fpinmodernc)
• Monads in C++ 번역
• Gamasutra - In-depth: Functional programming in C++

Curry

• Curry and Function Composition
• 다시보는 커링 | overcurried

Functor

• Representable Functors
• Functors and Category Theory Introductory
• Functor, Applicative, and Why
• Generalizing functions with Profunctors
• Handling Errors with Profunctor Optics - Using Optical Proxies to Short-circuit and Retry APIs
• 어떻게 하면 안전하게 함수를 합성할 수 있을까?
• Understanding Functor and Monad With a Bag of Peanuts
• Functors, Applicatives, And Monads In Pictures

Go

• sum type 대신

Higher Order Functions

• Intro to Higher Order Functions
• Higher-Order Function 이란 무엇인가
• Higher-Order Function 이란 무엇인가
• Template Method rocks but Higher Order Function can do the trick

Java

• Functional Programming with Java 8
• Functional Reactive Programming in Java
• 함수형 프로그래밍의 예외처리
• Functional Programming Patterns with Java8 with Victor Rentea
• Mixed Paradigms: The Method to Madness. Venkat Subramaniam, Agile developer, Inc
• Dysfunctional programming in Java
  • I : Laziness functional examples
  • 2 : Immutability
  • 3 : Functional Composition
  • 4 : No nulls allowed
  • 5 : No Exceptions
  • 6 : No Locks or Synchronized Blocks
  • 7 : Immutable Collections
• Java 8 transforming your thinking from OOP to FP
• VΛVΓ (Vavr, formerly called Javaslang) is a non-commercial, non-profit object-functional library that runs with Java 8+. It aims to reduce the lines of code and increase code quality
  • vavr - A new powerful collection library saves us from source.stream().really("?").collect(sink()) pipelines

JavaScript

• JS 제너레이터와 함수형 프로그래밍
• 함수형JS
  • 고차 함수
  • 함수로 함수 만들기1 다형성
  • 함수로 함수 만들기2 커링
  • 함수로 함수 만들기3 부분적용
  • 순수성, 불변성, 변경정책
  • 흐름 기반 프로그래밍
• 함수형 프로그래밍이 뭔가요?
• Javascript and Functional Programming: An Introduction
• STRAIGHTFORWARD (LIVE) FUNCTIONAL JAVASCRIPT: BUILDING THE YOME WIDGET
• Functional programming: Monads made clear - in javascript
• Stateful Monads in JavaScript
  • Part 1
  • Part 2
• Functional Programming in Javascript
• Professor Frisby Introduces Composable Functional JavaScript
• Javascript and Functional Programming: An Introduction
• Functional-Light JavaScript
• 함수형 프로그래밍
• Handle JavaScript data structures with map/reduce
• Function decorators: Transforming callbacks into promises and back again
• Functional JavaScript: Function Decorators Part 2 #JavaScript
• Two Years of Functional Programming in JavaScript: Lessons Learned
• An Introduction to Functional Programming Style in JavaScript
• Understanding Higher-Order Functions in JavaScript
• Understanding Functional Programming with Javascript
• Transducers: Efficient Data Processing Pipelines in JavaScript
• reduce에 Promise 더하기
• Simplify your JavaScript – Use .map(), .reduce(), and .filter()
• How to simplify your codebase with map(), reduce(), and filter() in JavaScript
• 5 Use Cases for reduce() in JavaScript | by wathsala danthasinghe | JavaScript In Plain English | Jul, 2020 | Medium
• (Functional) OOP With Message Passing
• NAVER 테크톡 - 함수형 자바스크립트와 동시성 프로그래밍
  • github.com/indongyoo/NAVER-Teck-Talk
• Anjana Vakil: Learning Functional Programming with JavaScript - JSUnconf
• High-performance array transformations - This simple technique let’s you compose array maps and filters in a nice and performant way
• How to write your own map, filter and reduce functions in JavaScript
• Functional Programming Principles in Javascript
• A practical guide to writing more functional JavaScript
• Make your code easier to read with Functional Programming
• TypeScript with React + Redux/Immutable.js 빠르게 배우기
• TDD기반 React,Redux,Immutable 시작하기 (1)
• Functional Programming Patterns: A Cookbook
• Composing Software: An Introduction
• A Quick Introduction to Functional Javascript
• Can You Avoid Functional Programming as a Policy?
• The Universal Function Thoughts on JavaScript, Functions and Functional Programming
• What Is a Pure Function in JavaScript?
• Higher-order functions: what they are, and a React example
• Higher Order Functions (Composing Software)
• JavaScript Immutability
• An introduction to Functional JavaScript
• 선언형으로 대체 가능한 문법들 정리
• 변하지 않는 상태를 유지하는 방법, 불변성(Immutable)
• Learn JavaScript functional programming from Avengers
• 함수형 프로그래밍 정리
• Ultra small code using Functional Programming - Yoganathan Palaniswamy - Medium
• Brad Barrow's Blog | Javascript FlatMap Usage
• Framework Free - Functional HTML Rendering and State Management in Vanilla JS - Drew Warren - YouTube
• abcjs는 함수형 자바스크립트(functional javascript) 라이브러리입니다
• chunkify.js a functional API to unblock your JavaScript
• fantasy-land - Specification for interoperability of common algebraic structures in JavaScript
• immer - Create the next immutable state by mutating the current one
  • 03 - Michel Weststrate - Immer Immutability made easy
  • Immer: Immutability made easy
  • Introducing Immer: Immutability the easy way
  • 이머 (Immer)를 소개해: 불변성 쉽게 하자
  • Immer.js 분석 1탄: COW, Proxy, Map 에 대하여
  • The Rise of Immer in React (번역)
• immutable.js
  • React ❤️ Immutable.js – 리액트의 불변함, 그리고 컴포넌트에서 Immutable.js 사용하기
  • How Immutable Data Structures (E.g. Immutable.js) are Optimized
• persist - Specialized persistent collections in javascript -- immutable-js addons https://www.npmjs.com/package/persistence-js
• Ramda - A practical functional library for JavaScript programmers
  • 람다(Ramda)와 로다시(Lodash) 그리고 함수형 프로그래밍
  • Category: Thinking in Ramda
  • Ramda.js 기본적인 부분
  • ramda-cli - A command-line tool for processing data with functional pipelines
• Lenses - Composable Getters and Setters for Functional Programming
• Lodash - A modern JavaScript utility library delivering modularity, performance & extras
  • JavaScript SDK 성능개선 방법 – 압축과 최적화로 실행시간 단축하기
  • More Lodash Features that are Available in Plain JavaScript
  • Lodash의 대체재로서의 순수 자바스크립트 함수
  • Are We Ready to Replace Lodash?. A look at JavaScript and RxJS functions… | by Yanique Andre | The Startup | Jul, 2020 | Medium
  • Applying Git and Optimistic Concurrency Control principles to Data Oriented Programming
  • Object spread와 lodash.cloneDepp 비교하기

Kind

• Kind

Lambda

• 람다, 익명 함수, 클로저
• 람다 표현식의 장점
• 람다와 친해지고 싶다면
• Lambdas are not functional programming

Lisp

• Functional programming - Bodil Stokke

Monad

• What is a Monad? - Computerphile
• Yet another "What is a Monad" post
• "Build Your Own Probability Monads" paper, blog posts and source code
• Monadic IO: Laziness Makes You Free
• Using Monads in C++ to Solve Constraints
  • 1. The List Monad
  • 2. The State Monad
  • 3. The Tale of Two Monads
  • 4. Refactoring
• Monads in Elixir
• Logic, Languages, Compilation, and Verification
• The list monad in Perl and Python
• Monads Are Not Metaphors
• Functors, Applicatives, And Monads In Pictures
• IO monad realized in 1965
• Arrows, Monads and Kleisli – part I
• monads-in-clojure Back in 2009 I wrote a four-part tutorial on monads for Clojure programmers. It can be considered an introduction to the algo.monads library
  • monad in clojure 1
  • monad in clojure 2
• Asynchronous Programming and Monad Transformers in Scala
• Monad Programming with Scala Future
• Functors, Applicatives, And Monads In Pictures
• Functional programming: Monads made clear - in javascript
• Brian Beckman: Don't fear the Monad
• Monad - FunFunFunction #21
• 모나드(monad)와 클로저(clojure)
• The Curse of Understanding
• 모나드 합성의 대안
• JavaScript 모나딕 파서
• A Monad Menagerie
• Your easy guide to Monads, Applicatives, & Functors
• Describing Data...with free applicative functors (and more)—Kris Nuttycombe
• Move Over Free Monads: Make Way for Free Applicatives! — John de Goes
• Monad는 무엇인가
• How would you explain a concept of monads to a non-CS person?
• Monad Fact #1
• Monad Fact #2
• Monad Fact #3
• 3분 모나드
• A Monad is just a Monoid… - Michele Stieven - Medium
• Functional Programming with Effects by Rob Norris - YouTube
• Ep 9: Transformers, Monads in Disguise - YouTube

Python

• Origins of Python's "Functional" Features
• Functional Programming in Python
• A functional standard library for Python http://toolz.readthedocs.org
• Functional Programming Demystified
• PyconKr2018 Functional Programming
• A functional standard library for Python http://toolz.readthedocs.org
• Episode #117: Functional Python with Coconut
• Elements of Functional Programming in Python
• Daniel Kirsch - Functional Programming in Python - YouTube
• FP demystified - YouTube
• PyCon AU 2018 | FP demystified
• Going Functional in Python (with code) | by Hair Parra | Analytics Vidhya | Sep, 2020 | Medium
• Functioning with python functional programming- lambda, map, filter, zip, reduce, accumulate | LinkedIn
• funcy: A fancy and practical functional tools
  • A collection of fancy functional tools focused on practicality
• Monads, in my Python? by Xuanyi Chew - YouTube
• Monads in Python: Why and How? - YouTube
  • vincent-prz/monad_comprehension.py
  • Pythonic monads
  • https://ftp.belnet.be/mirror/FOSDEM/2020/UB2.252A/python2020_monads.webm
  • practice/python/test-monad
• Monads in Python. A simple implementation of the Failure… | by Martin McBride | The Startup | Medium
  • practice - failure.py
• pampy: Pampy: The Pattern Matching for Python you always dreamed of
  • Pampy: Pattern Matching for Python
• Pycket: A Tracing JIT For a Functional Language
• PyToolz API Documentation — Toolz 0.10.0 documentation
  • A functional standard library for Python
• scalaps Introducing scalaps: Scala-inspired data structures for Python
• simplematch: Minimal, super readable string pattern matching for python.
  • Minimal, super readable string pattern matching for python

Racket

• 내 맘대로 프로그램 설계 7. - 함수형 프로그래밍

Scala

• Scala code examples for Functional Programming Jargon
• A Beginner-Friendly Tour through Functional Programming in Scala
• 진짜 함수형 초보자들을 위한 트레이닝(1) in Scala
• DDD(domain driven design) 관점에서 객체지향 vs 함수형 코드 비교
• Domain-Driven Design with FP in Scala | Medium
• Functional programming and Spark: do they mix?
• Let’s Code Real World App Using Purely Functional Techniques (in Scala)
• Lambda Calculus - Computerphile
• Switching from OOP to Functional Programming scala, haskell 예제로 설명
• A Crash Course in Category Theory - Bartosz Milewski
• Fun(c) 2018.7: John De Goes - FP to the Max
  • fpmax.scala
• Plain Functional Programming by Martin Odersky
• How to Build a Functional API—Julien Truffaut
• Real-World Functional Scala by Chris Birchall
• Scala vs Java In Competitive Programming With Functional Programming
• Did Functional Programming get it wrong?
• Demystifying Functional Programming (Part 1)
• Demystifying Functional Programming (Part 2) — The need for immutability
• How I learned to stop worrying and love FP in Scala
• On Eliminating Error in Distributed Software Systems
• Hangman in FP Scala
• Functional Programming features in Scala
• Currying in Scala: A Useful Example
• Scala journals — Currying: The tale of a code example no one actually ever used | by Annette R. | Aug, 2020 | Level Up Coding
• Foundation of functional programming course https://www.fp-tower.com/foundation
  • Val vs Def functions in Scala - YouTube
  • Function as inputs in Scala - YouTube
• Zero-Overhead Tree Processing with the Visitor Pattern
• Learn Functional Programming course/tutorial on Scala
• My FP Journey
• FUNCTIONAL PROGRAM (RE)DESIGN coursera
• Functional Tree Traversal (In Scala)
• What Functional Programming Is, What it Isn't, and Why it Matters
• Learning Functional Programming with Scala | by Ryan Susana | Medium
• More Algebra of Algebraic Data Types
• Functional Scala - Introduction to Interruption by Jakub Kozlowski - YouTube
• f(by) 2020: A functional Scala stack for 2020, Adam Warski - YouTube Scala, http4s, tapir, monix, doobie: a solid basis for backend applications
• Anatolii Kmetiuk at #ScalaUA - An argument against functional programming - YouTube immutability, purity, category theory
• Builder Pattern in Scala with Phantom Types | by Maximiliano Felice | Medium
• Monad Transformer Is All You Need | by Abhijit Gupta | The Startup | Medium
• Principled error handling - Beyond MonadError - Luka Jacobowitz - YouTube
• Part 1 - Data / Types / Referential Transparency / Value prop
• Part 2 - Programming with Effects
• Part 3 - Typeclasses
• Part 4 - Practical effect manipulation
  • Type Gymnastics Workshop - Mat Fournier
  • matfournier/tworkshop-solutions: tworkshop-solutions
• Part 5 - Basics of Final-tagless / ZIO
• Divide, conquer, choose, ap and alt by Samuel Halliday at Scala in the City October 2020 - YouTube
• Let’s apply functional programming to solve a practical problem | SoftwareMill Tech Blog
• Programming with Functions #1 - Introduction - YouTube
• Programming with Functions #2 - Functions as Data - YouTube
• FunctionalTV - YouTube
• Scale By The Bay 2020: Justin Heyes-Jones, Applicative: The Origin Story - YouTube
• Function Applicative for Great Good of Palindrome Checker Function - …
• Parallel analysis of temperature dataset | Functional Scala - YouTube
• What the Functor? | Functors in Scala | Rock the JVM - YouTube
• Image editing with Functors | Blog of Adrian Salajan
• 2020 Hindsight - Scala | 2020 Hindsight - Scala
• 01A: Scala FP basics: First-class function, higher order function, statements Vs expressions, immutability & recursion | Java-Success.com
• A Monads Approach for Beginners, in Scala | Rock the JVM - YouTube
• Functional Design | Francis Toth / Contramap
• A pure functional Primality Test in Scala - DEV Community 에라토스테네스의 체
• Functional Programming in scala – Raghav Speaks
• Functional Programming in Scala Part II – Raghav Speaks
• Functional Programming in scala Part III – Raghav Speaks

Swift

• A behind the scenes look at Map, Filter, and Reduce in Swift