Functional Programming Lecture Notes by David Walker
Functional Programming Lecture Notes by David Walker
Functional Programming Lecture Notes by David Walker
David
Walker's 'Functional Programming Lecture Notes' give quite an extended
introduction to functional programming using OCaml. The notes introduce the
reader to the very basics of OCaml and simple manipulations of data, from
thinking in recursion to problem-solving. It covers Polymorphism and
Higher-Order programming, commonly referred to as PolyHO. It will discuss
functions operating on other functions and even data. Pipelines and datatypes
have been explained purely from functional programming paradigms. It first
introduces the functional evaluation model and functional space model, thereby
introducing the reader to the theoretical points of view of functional
programming. Equational reasoning, modules, functors, and modular reasoning are
other topics treated within this context, while more practical aspects concern
mutable data structures, threads, and parallel complexity models. This book will
no doubt be very useful to those readers who would wish to become acquainted
with both the theory and practice of functional programming.
This
is a resource provided by Loyola Marymount University on functional programming.
It starts with a basic explanation and goes further into how one can make a
shift from imperative programming to functional. The key topics it covers are
higher-order functions, which are the backbone for doing functional programming
in order to write abstract code reuse. This paper describes closures and purity,
including side effects, in detail to apprise the reader about the value of
immutability and functional purity. It describes both the functional and
object-oriented programming paradigms, then it points to point-free programming,
and concludes with an overview of the functional programming landscape. This
should be a good reference for students and practitioners alike who want to know
about the basics in functional programming and its theoretical underpinnings.
David
Walker's 'Functional Programming Lecture Notes' give quite an extended
introduction to functional programming using OCaml. The notes introduce the
reader to the very basics of OCaml and simple manipulations of data, from
thinking in recursion to problem-solving. It covers Polymorphism and
Higher-Order programming, commonly referred to as PolyHO. It will discuss
functions operating on other functions and even data. Pipelines and datatypes
have been explained purely from functional programming paradigms. It first
introduces the functional evaluation model and functional space model, thereby
introducing the reader to the theoretical points of view of functional
programming. Equational reasoning, modules, functors, and modular reasoning are
other topics treated within this context, while more practical aspects concern
mutable data structures, threads, and parallel complexity models. This book will
no doubt be very useful to those readers who would wish to become acquainted
with both the theory and practice of functional programming.
Simon Thompson's Type Theory and Functional Programming explains the
connection between type theory and functional programming. The book starts with
an introduction to propositional and predicate logic, which gives a basis needed
to understand type theory. It then leads on to functional programming and
&
Authored by Graham Hutton, this online course module introduces the basic
axioms of functional programming using Haskell, which is a modern functional
programming language. It introduces the learner to the basic ideas of functional
programming: immutability of data, purity of function, higher-order functions.
Students will work through practical examples and exercises to build a firm
grasp of methods in functional programming. This course is aimed at
understanding and applying core principles in Haskell to enable learners to
fathom the advantages and paradigms of functional programming. Therefore, it's a
good resource for beginners who wish to investigate functional programming
through getting their hands dirty with Haskell.