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A collection of curated Python resources from trustworthy sources.
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Python drawer
https://zerowithdot.com/dunder-methods-and-quaternions/
Zerowithdot
Using dunder methods to refine your data model
Overriding of dudner methods such as __add__ and __mul__ overloading of a constructor __init__, explained given mathematical task of modeling quaternions.
Python drawer
https://testdriven.io/blog/flask-static-files-whitenoise-cloudfront/?utm_source=realpython
testdriven.io
Serving Static Files from Flask with WhiteNoise and Amazon CloudFront
This tutorial shows how to manage static files with Flask, WhiteNoise, and Amazon CloudFront.
Python drawer
https://realpython.com/flask-connexion-rest-api-part-4/
Realpython
Build a JavaScript Front End for a Flask API – Real Python
Most modern websites are powered by a REST API. That way, you can separate the front-end code from the back-end logic, and users can interact with the interface dynamically.
In this step-by-step tutorial, you'll learn how to build a single-page Flask web…
Python drawer
https://github.com/mutpy/mutpy
GitHub
GitHub - mutpy/mutpy: MutPy is a mutation testing tool for Python 3.x source code
MutPy is a mutation testing tool for Python 3.x source code - mutpy/mutpy
Python drawer
https://github.com/slaily/pyhttptest
GitHub
GitHub - slaily/pyhttptest: A command-line tool for HTTP tests over RESTful APIs
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A command-line tool for HTTP tests over RESTful APIs
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- GitHub - slaily/pyhttptest: A command-line tool for HTTP tests over RESTful APIs
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Python drawer
https://github.com/neozhaoliang/pywonderland
GitHub
GitHub - neozhaoliang/pywonderland: A tour in the wonderland of math with python.
A tour in the wonderland of math with python. Contribute to neozhaoliang/pywonderland development by creating an account on GitHub.
Python drawer
https://datascience.blog.wzb.eu/2019/11/08/property-based-testing-for-scientific-code-in-python/
WZB Data Science Blog
Property based testing for scientific code in Python
Automated software testing starts with the often annoying and time-consuming process of writing tests. But no matter how annoying it is, in the end it always pays off, at least that’s my expe…
Python drawer
https://victorzhou.com/blog/bag-of-words/
Victorzhou
A Simple Explanation of the Bag-of-Words Model - victorzhou.com
A quick, easy introduction to the Bag-of-Words model and how to implement it in Python.
Python drawer
https://news.efinancialcareers.com/us-en/3002556/python-replaced-excel-banking
eFinancialCareers
"Python already replaced Excel in banking"
Why bother learning Excel now?
Python drawer
https://realpython.com/courses/python-boto3-aws-s3/
Realpython
Demystifying Python, Boto3, and AWS S3 – Real Python
Get started working with Python, Boto3, and AWS S3. Learn how to create objects, upload them to S3, download their contents, and change their attributes directly from your noscript, all while avoiding common pitfalls.
Python drawer
https://realpython.com/pandas-read-write-files/
Realpython
pandas: How to Read and Write Files – Real Python
In this tutorial, you'll learn about the pandas IO tools API and how you can use it to read and write files. You'll use the pandas read_csv() function to work with CSV files. You'll also cover similar methods for efficiently working with Excel, CSV, JSON…
Python drawer
https://pythonspeed.com/articles/pandas-reduce-memory-lossy/
Python⇒Speed
Reducing Pandas memory usage #2: lossy compression
Reduce Pandas memory usage by dropping details or data that aren’t as important.
Python drawer
https://slott-softwarearchitect.blogspot.com/2019/12/functional-programming-design-pattern.html
Blogspot
Functional programming design pattern: Nested Iterators == Flattening
Here's a functional programming design pattern I uncovered. This may not be news to you, but it was a surprise to me. It cropped up when lo...
Python drawer
https://blog.ganssle.io/articles/2019/08/test-as-installed.html
Paul Ganssle
Paul Ganssle - Testing your python package as installed
An explanation of a few ways to make sure your tests use the version of the package that your users will install.
Python drawer
https://docs.python-guide.org/dev/pip-virtualenv/#requiring-an-active-virtual-environment-for-pip
docs.python-guide.org
Further Configuration of pip and Virtualenv — The Hitchhiker's Guide to Python
Python drawer
https://realpython.com/python-denoscriptors/
Realpython
Python Denoscriptors: An Introduction – Real Python
In this step-by-step tutorial, you'll learn what Python denoscriptors are and how they're used in Python's internals. You'll learn about the denoscriptor protocol and how the lookup chain works when you access an attribute. You'll also see a few practical examples…
Python drawer
https://binaroid.com/blog/django-centralised-logging-using-elasticsearch-logstash-kibana-elk-filebeat
Python drawer
https://channel9.msdn.com/Shows/Visual-Studio-Toolbox/Getting-Started-with-Python-in-Visual-Studio-Code
Channel 9
Getting Started with Python in Visual Studio Code
In this episode, Robert is joined by Tyreke White, who shows us how to get started with Python development using Visual Studio Code. He covers what you need to install and how to configure your enviro
Python drawer
https://www.dataquest.io/blog/excel-vs-python/
Dataquest
Excel vs Python: How to Do Common Data Analysis Tasks – Dataquest
What's the difference between Excel and Python? In this tutorial, we'll compare by looking at how to perform basic analysis tasks across both platforms.
Python drawer
https://strangemachines.io/articles/performant-python
Strangemachines
Performant Python
A look at how to write performant Python code in simple ways and how much each improvement is effective.
Python drawer
https://blog.startifact.com/posts/framework-patterns.html
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