pythonic-concepts
Functional-Programming-Techniques-In-Python
| pythonic-concepts | Functional-Programming-Techniques-In-Python | |
|---|---|---|
| 1 | 11 | |
| 0 | 21 | |
| - | - | |
| 5.4 | 0.0 | |
| 11 months ago | over 3 years ago | |
| Jupyter Notebook | Jupyter Notebook | |
| MIT License | - |
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pythonic-concepts
Functional-Programming-Techniques-In-Python
- Functional python for data process
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Python Design Patterns
https://github.com/mpkocher/Functional-Programming-Technique...
I covered a few core concepts (e.g., functions as first-class citizens, closures, partial application, etc...) and added a few real world examples of using a functional centric design. The text/format has some rough edges, but overall I think the text is useful for internalizing how to leverage a functional-ish approach.
Other resources.
https://github.com/sfermigier/awesome-functional-python
- Am I making things harder for myself by not using any OO stuff?
- Tuesday Daily Thread: Advanced questions
- Functional Programming in Python: When and How to Use It – Real Python
- In part 3 of my Write Better Python Code series, I show you how to use the strategy design pattern to write code that allows you to easily switch out parts of the code behaviour. I cover both the classic object-oriented version of the pattern, as well as a shorter functional version.
- gamla - async functional programming in python
- Should Coconut, a functional Python extension, be used in a real project yet?
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Toolz: A functional standard library for Python
Perhaps a custom compose function can help with these use cases? This series has a few examples of composing computation in Python that might be useful.
https://github.com/mpkocher/Functional-Programming-Technique...
And there's a general list of resources here.
https://github.com/sfermigier/awesome-functional-python
- Luxurious Life Of First Class Python Functions - For Python Beginners
What are some alternatives?
fastcore - Python supercharged for the fastai library
pydantic-cli - Turn Pydantic defined Data Models into CLI Tools
TensorFlow-Examples - TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
Pyrsistent - Persistent/Immutable/Functional data structures for Python
Made-With-ML - Learn how to design, develop, deploy and iterate on production-grade ML applications.
ocaml-jupyter - An OCaml kernel for Jupyter (IPython) notebook
handson-ml - ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
Toolz - A functional standard library for Python.
Budget - A "Budget" class to demonstrate understanding of classes in Python and Object-Oriented Programming in general. New methods and properties will be added to the class periodically.
Coconut - Simple, elegant, Pythonic functional programming.