Functional-Programming-Techniques-In-Python
python-patterns
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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
python-patterns
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Any good resource on design patterns with examples in Python?
GitHub: Collection of design patterns and idioms
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Top GitHub Resources to Level Up Your Python game
🎇 Repository Link: Python Patterns
- How to improve design
- How to design Python scripts for sensitivity analysis of portfolios?
- They still scare me
- Out of curiosity: what is the python project structure you usually go gor?
- For those of you in industry, are there any resources that discuss best practices and whatnot?
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100+ Must Know Github Repositories For Any Programmer
4. Python Patterns
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Python toolkits
Your post has so many good elements that I've saved them for study and prompted feedback about the applications in Natural Language Processing and ML in Finance/BioTech. Most of my work lately has been NLP analysis research so devops and other GOF software concepts in your repo https://github.com/faif/python-patterns has been challenging.
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[Free Resource] Python Design Patterns
GitHub: Collection of design patterns and idioms
What are some alternatives?
pydantic-cli - Turn Pydantic defined Data Models into CLI Tools
PyPattyrn - A simple library for implementing common design patterns.
Pyrsistent - Persistent/Immutable/Functional data structures for Python
TheAlgorithms - All Algorithms implemented in Python
ocaml-jupyter - An OCaml kernel for Jupyter (IPython) notebook
sortedcontainers - Python Sorted Container Types: Sorted List, Sorted Dict, and Sorted Set
Toolz - A functional standard library for Python.
algorithms
Coconut - Simple, elegant, Pythonic functional programming.
more-itertools - More routines for operating on iterables, beyond itertools
FizzBuzz Enterprise Edition - FizzBuzz Enterprise Edition is a no-nonsense implementation of FizzBuzz made by serious businessmen for serious business purposes.
python-ds - No non-sense and no BS repo for how data structure code should be in Python - simple and elegant.