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A collection of curated Python resources from trustworthy sources.
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Python drawer
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Python drawer
https://towardsdatascience.com/10x-faster-parallel-python-without-python-multiprocessing-e5017c93cce1
Medium
10x Faster Parallel Python Without Python Multiprocessing
While Python’s multiprocessing library has been used successfully for a wide range of applications, in this blog post, we show that it…
Python drawer
https://johnfraney.ca/posts/2019/05/28/create-publish-python-package-poetry/
johnfraney.ca
Create and Publish a Python Package with Poetry
Poetry, a next-generation Python packaging tool, makes it easy to create and publish a Python package.
Python drawer
https://towardsdatascience.com/how-we-built-a-content-based-filtering-recommender-system-for-music-with-python-c6c3b1020332
Medium
How We Built a Content-Based Filtering Recommender System For Music with Python
Data Engineering with Django, PostgreSQL, REST Framework, Pandas, and Scikit-Learn
Python drawer
https://www.dataquest.io/blog/tutorial-text-analysis-python-test-hypothesis/
Dataquest
Tutorial: Text Analysis in Python to Test a Hypothesis – Dataquest
Learn to do some text analysis in this Python tutorial, and test hypotheses using confidence intervals to insure your conclusions are significant.
Python drawer
https://www.dataschool.io/data-science-best-practices-with-pandas/
Data School
Data science best practices with pandas (video tutorial)
Learn how to use Python's pandas library to effectively explore, clean, and visualize your data. Become more fluent at using pandas to answer data science questions.
Python drawer
https://victorzhou.com/blog/intro-to-cnns-part-1/
Victorzhou
CNNs, Part 1: An Introduction to Convolutional Neural Networks - victorzhou.com
A simple guide to what CNNs are, how they work, and how to build one from scratch in Python.
Python drawer
https://slack.engineering/rewriting-the-slack-python-sdk-ea000f587de7
Medium
Rewriting the Slack Python SDK
Our Journey to Python 3
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https://www.youtube.com/watch?v=Z1RJmh_OqeA
YouTube
Learn Flask for Python - Full Tutorial
Flask is a micro web framework written in Python. It is classified as a microframework because it does not require particular tools or libraries. Learn how to use it in this crash course tutorial.
💻
Code: https://github.com/jakerieger/FlaskIntroduction
Tutorial…
Python drawer
https://github.com/michael-lazar/rtv
GitHub
GitHub - michael-lazar/rtv: Browse Reddit from your terminal
Browse Reddit from your terminal. Contribute to michael-lazar/rtv development by creating an account on GitHub.
Python drawer
https://testdriven.io/blog/production-django-deployments-on-heroku/?utm_source=realpython
testdriven.io
Production Django Deployments on Heroku
This article aims to simplify the process of deploying, maintaining, and scaling a production-grade Django app on Heroku.
Python drawer
https://towardsdatascience.com/an-overview-of-pythons-datatable-package-5d3a97394ee9
Medium
An Overview of Python’s Datatable package
Python library for efficient multi-threaded data processing, with the support for out-of-memory datasets.
Python drawer
https://www.ecalamia.com/blog/data-validation-robust-apis/
Ecalamia
Using Data Validation for Robust APIs
Using a proper data validation method for great software quality improvement.
Python drawer
https://www.revsys.com/tidbits/dataclasses-and-attrs-when-and-why/
REVSYS
Dataclasses and attrs: when and why
Python 3.7 introduced dataclasses, which design is based on the "attrs" library. This article will show the way I use dataclasses and attrs, why I think you should use both, and why I think attrs is still very relevant.
Python drawer
https://caisbalderas.com/blog/python-function-unpacking-args-and-kwargs/
Python drawer
https://smorbieu.gitlab.io/accuracy-from-classification-to-clustering-evaluation/
Stanislas Morbieu
Accuracy: from classification to clustering evaluation
Accuracy is often used to measure the quality of a classification. It is also used for clustering. However, the scikit-learn accuracy_score function only provides a lower bound of accuracy for clustering. This blog post explains how accuracy should be computed…
Python drawer
https://realpython.com/oop-in-python-vs-java/
Realpython
Object-Oriented Programming in Python vs Java – Real Python
In this step-by-step tutorial, you'll learn about the practical differences in Python vs Java for object-oriented programming. By the end, you'll be able to apply your knowledge to Python, understand how to reinterpret your understanding of Java objects to…
Python drawer
https://gieseanw.wordpress.com/2019/05/10/algorithms-as-objects/
Andy G's Blog
Algorithms as objects
We usually think of an algorithm as a single function with inputs and outputs. Our algorithms textbooks reinforce this notion. They present very concise denoscriptions that neatly fit in half of a pa…
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https://www.python.org/psf/donations/2019-q2-drive/
Python.org
Building the PSF: the Q2 2019 Fundraiser
The official home of the Python Programming Language
Python drawer
https://pyfound.blogspot.com/2019/06/python-language-summit-lightning-talks.html?m=1
Blogspot
Python Language Summit Lightning Talks, Part 1
The Summit began with six pre-selected lightning talks, with little time for discussion of each. Five of them are summarized here. An upcomi...
Python drawer
https://pythoninsider.blogspot.com/2019/05/use-two-factor-auth-to-improve-your.html?m=1
Blogspot
Use two-factor auth to improve your PyPI account's security
To increase the security of Python package downloads, we're beginning to introduce two-factor authentication (2FA) as a login security optio...
Python drawer
https://vicki.substack.com/p/pythons-caduceus-syndrome
Substack
Python's Caduceus syndrome
What happens when a programming language grows up
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