Awesome Functional Python

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• Books

  • Functional Programming in Python - Book by David Mertz (O'Reilly).
  • Functional Python Programming - Book by Steve Lott (Packtpub, 2015).
  • Functional Python Programming - Book by Steve Lott (Packtpub, 2015).
  • Functional Python Programming - Book by Steve Lott (Packtpub, 2015).

• Talks

  • slides - Alexey Kachayev, UA PYCon 2012.
  • slides - Christopher Armstrong, PyTenessee 2015.
  • video - Christopher Armstrong, Strangeloop 2015
  • video - Reuben Cummings, PyCon US 2017.
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  • Slides - Carlos Villavicencio, EuroPython 2021.
  • Slides - Scott Irwin, EuroPython 2021.
  • Video - Vic Kumar, PyCon 2022
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  • slides
  • slides
  • video
  • video
  • video - pcIkk4S7JiDmeXGCyyGhCs)), Joel Grus, PyData Seattle 2015.
  • video - Mike Müller, PyCon US 2013.
  • slides

• Other resources

  • Functional Programming with Python - by Christopher Armstrong, O'Reilly.
  • Functional Programming in 7 days - by Mohammed Kashif, Udemy.
  • Functional Programming in Python - by Dan Bader, Real Python.
  • Origins of Python's "Functional" Features
  • A practical introduction to functional programming
  • Immutable data structures in Python
  • Thinking Functionally with Python and Django at eShares Inc.
  • Simple dependent types in Python - Nikita Sobolev, 2019.
  • Python exceptions considered an anti-pattern
  • Enforcing Single Responsibility Principle in Python - Nikita Sobolev, 2019.
  • Typed functional Dependency Injection in Python - Nikita Sobolev, 2020.
  • 4 Part Series on Functional Programming Techniques and Design In Python
  • Typeclasses in Python - N. Sobolev, 2021
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021
  • Tail Recursion Elimination - Guido van Rossum, 2009
  • Final Words on Tail Calls - Guido van Rossum, 2009
  • The fate of reduce() in Python 3000 - Guido van Rossum, 2005
  • Why we need a Python functional programming initiative: a manifesto - Leftfile 2023
  • Practical Functional Reactive Programming
  • Python Generators
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021
  • Best Practices for Using Functional Programming in Python - Kite Blog, 2018.
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021
  • Why we need a Python functional programming initiative: a manifesto - Leftfile 2023
  • Understanding Transducers through Python - depth look at transducers. Transducers – a portmanteau of ‘transform reducers’ – are a new functional programming concept introduced into the Clojure programming language."
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021
  • Functools — The Power of Higher-Order Functions in Python - M. Heinz, 2021

• Libraries

  • more-itertools - "More routines for operating on iterables, beyond itertools".
  • Pyrsistent - "Persistent/Immutable/Functional data structures for Python".
  • Pysistence - "Pysistence is a project that seeks to make functional programming in python easier".
  • Python 3.10
  • deal - "Design by contract for Python with many validators support."
  • chainable - "Method chaining built on generators".

• Languages

  • Hy - "A dialect of Lisp that's embedded in Python".
  • Coconut - "Simple, elegant, Pythonic functional programming".
  • (How to Write a (Lisp) Interpreter (in Python)) - a couple of famous articles by Peter Norvig.

• Official documentation

  • Functional Programming HOWTO - "In this document, we’ll take a tour of Python’s features suitable for implementing programs in a functional style".