PythonHub Logo Python Hub Weekly Digest for 2022-03-06

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💖 Most Popular

Show HN: Prisma Python – A fully typed ORM for Python

Optimizing Memory Usage in Python Applications
Find out why your Python apps are using too much memory and reduce their RAM usage with these simple tricks and efficient data structures.

Let's Build a Network Video Recorder in Python

RunaCapital / awesome-oss-alternatives
Awesome list of open-source startup alternatives to well-known SaaS products 🚀

How To Classify Text With Python, Transformers & scikit-learn
What is text classification? How does do text classifiers work? How can you train your own news classification models?


📖 Articles

(How to Write a (Lisp) Interpreter (In Python)) (2010)

requirements.txt vs setup.py in Python
Understanding the purpose of requirements.txt, setup.py and setup.cfg in Python when developing and ...

Working With Audio Data in Python
In this video Kaggle Grandmaster Rob shows you how to use python and librosa to work with audio data.

One Voice Detector to Rule Them All

Python Project Setup – Virtual Environments and Package Management
Modern Python projects need a bit more than venv and pip - Learn about the best tools for package management and environment isolation.

Interview with Sebastian Ramirez: FastAPI Creator
Learn how FastAPI, a high-performance Python web framework for building APIs, became the 3d most loved framework after just 2 years of existence.

Learn to Containerize Algorithms Deploy to AWS with App Runner
Learn to build greedy algorithms, then convert them to microservices and finally containerized them and deploy to AWS with App Runner.

D-Tale: One of the Best Python Libraries You Have Ever Seen
Here is my take on this must-have Python library and why you should give it a tryContinue reading ...

From Docker CLI to Docker Compose
In this post I will show you how and why Docker Compose is useful, building a simple application written in Python that uses PostgreSQL.

More Intuitive Partial Function Application in Python

Brownie: everything you need to know to write, test and deploy your smart contracts.
We’ll walk through and explore all the main areas of functionality and I'll give you some tricks you can use to make your development process more easy.

Show HN: Programming Time - Playing card game to teach your kids Python

gkbrk / slowloris
Low bandwidth DoS tool. Slowloris rewrite in Python.

Why You Should (or Shouldn't) be Using Google's JAX in 2022
Should you be using JAX in 2022? Check out our recommendations on using JAX for Deep Learning and more!

Modal forms with Django+HTMX
This article describes the pattern I use to implement modal forms (i.e., forms in a modal dialog box) with Django and HTMX.

Data Races in Python, Despite the Global Interpreter Lock

Compressed Sensing in Python (2016)

Enumerate from first principles
In this article, we will use Python to reimplement the built-in enumerate. We will start with a rough solution that doesn't really cut it, and we will rework it bit by bit until we have a full reimplementation of the built-in enumerate.

Jxck-S / plane-notify
Notify If a selected plane has taken off or landed using OpenSky or ADS-B Exchange data. Compares older data to newer data to determine if a landing or takeoff has occurred. As well as nav modes, emergency squawk and resolution advisory notifications. Can output to Twitter, Discord, and Pushbullet

How to create 1000+ unique NFT-style images (like Cryptopunk)
Learn how to use Python to generate a collection of unique profile-picture avatar by layering images from a directory. This is the technique used bymany popular NFT collections like Cryptopunks or Bored Ape.


⚙️ Projects

PurplePanda
Identify privilege escalation paths within and across different clouds.


👾 Reddits

Your python 4 dream list.

Pybudget: A Solution to My Small-Brain Financial Decisions


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