PythonHub

Tests aren’t enough: Case study after adding type hints to urllib3 Adding type hints to urllib3 was clearly a huge amount of work, hundreds of engineer hours across several months. What we once thought would be a purely developer-facing change ended up making the codebase more robust than ever. Several non-trivial logic errors were fixed and our team is more confident reviewing and merging PRs. This is a big win for our users and a very worthy investment. https://sethmlarson.dev/blog/2021-10-18/tests-arent-enough-case-study-after-adding-types-to-urllib3

Bayesian Statistics 101 Love it or hate it, you will never look at statistics the same way againContinue reading on Towards ... https://towardsdatascience.com/bayesian-statistics-101-4c4bc5fde1e1

Storing data on a cassette using Arduino and Python (Diff. Manchester encoding) http://zeninstruments.blogspot.com/2021/10/manchester-decoder-and-cassette.html

Show HN: Python library to overload functions based on interpreter version https://github.com/ttymck/compatlib

Using Machine Learning to Denoise Images for Better OCR Accuracy One of the most challenging aspects of applying optical character recognition (OCR) isn’t the ... https://www.pyimagesearch.com/2021/10/20/using-machine-learning-to-denoise-images-for-better-ocr-accuracy/

RandomThings23 / donut DONUTS DONUTS DONUTS 🍩 https://github.com/RandomThings23/donut

PortaSpeech PyTorch Implementation of PortaSpeech: Portable and High-Quality Generative Text-to-Speech. https://github.com/keonlee9420/PortaSpeech

Python stands to lose its GIL, and gain a lot of speed https://www.infoworld.com/article/3637073/python-stands-to-lose-its-gil-and-gain-a-lot-of-speed.html

13 ways to access data in Python How to get data from local files, databases, APIs and data access libraries into your Python ... https://towardsdatascience.com/13-ways-to-access-data-in-python-bac5683e0063

Python in Visual Studio Code – October 2021 Release In this release we closed a total of 88 issues, and it includes: https://devblogs.microsoft.com/python/python-in-visual-studio-code-october-2021-release/

Build Your First Mood-Based Music Recommendation System in Python Audio-Based Recommendations From Scratch Using the Spotify APIContinue reading on Towards Data ... https://towardsdatascience.com/build-your-first-mood-based-music-recommendation-system-in-python-26a427308d96

quickemu Quickly create and run optimised Windows, macOS and Linux desktop virtual machines. https://github.com/wimpysworld/quickemu

Videohash – Perceptual video hashing python package https://pypi.org/project/videohash/

zappa / Zappa Serverless Python https://github.com/zappa/Zappa

Tips for debugging with print() If you’re embarrassed at debugging with print(), please don’t be - it’s perfectly fine! Many bugs are easily tackled with just a few checks in the right places. Here are five tips to get the most out of debugging with print(). https://adamj.eu/tech/2021/10/08/tips-for-debugging-with-print/

Internet of Things for libraries This post is an introduction to the Internet of Things (IoT), and will cover the technical aspects of working with digital-sensors and how they could be used in a library setting. https://willemjan.github.io/2021/10/07/iot-for-libraries.html

Attempting REPL-Driven Development in Python https://blog.avocadosh.xyz/repl-driven-development-in-python

Guide To SQL And Its Equivalent Commands In Python Quick but detailed cheat sheet for those who want to convert their SQL code to its equivalent ... https://towardsdatascience.com/guide-to-sql-and-its-equivalent-commands-in-python-445e134adaba

EuroPython 2021 Videos https://www.youtube.com/playlist?list=PL8uoeex94UhFuRtXhkqOrROsdNI6ejuiq

Psycopg 3.0 released Psycopg 3 is a complete rewrite based on the experience accumulated with the development and maintenance of psycopg2. Psycopg 3 targets all the current versions of Python (3.6-3.10) and PostgreSQL (10-14) and allows the use of modern Python development techniques, such as async and statically typed code. https://www.psycopg.org/articles/2021/10/13/psycopg-30-released/