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Python Weekly

Welcome to issue 504 of Python Weekly. Let's get straight to the links this week.

Articles, Tutorials and Talks

Building a WebAuthn Click Farm — Are CAPTCHAs Obsolete?
How I built a click farm to “bypass” Cloudflare’s CAPTCHA killer with some cheap USB security keys, an Arduino, and a bit of python.

2nd Year Calculus, But in Python

This talk goes through all the formulas in 2nd year calculus and how to evaluate them symbolically in python with no pencil or paper required

How to troubleshoot memory problems in Python
This post shows how we diagnosed and fixed a memory problem in EvalML, the open-source AutoML library.

Data Analytics Crash Course: Teach Yourself in 30 Days

The course is an introduction to Python-based data analytics. You will get a basic understanding of the workings of Python to the point where you can confidently find and manipulate data sources and use a Jupyter environment to derive insights from your data.

Types in Python
A bird's view look to the Typing features in Python 3.x

New Features in Python 3.10

This talk covers some of the most interesting additions to Python - structural pattern matching, parenthesized context managers, more typing, and the new and improved error messages.

Automated Machine Learning using PyCaret
Automate your machine learning workflows with less than ten lines of code.

Continuous integration for data science with pytest, Github Actions, and Hypervector
This guide outlines how you can build an automated check for a data science feature that runs every time a pull request is opened against the project, using the Python library pytest, Github's continuous integration platform Actions, and Hypervector — an API for building data science test fixtures easily.

How to Create CRUD REST API with AWS Chalice
Learn how to build a book database API with AWS Chalice serverless technology.

Excel, Python, and the future of data science
If the ubiquitous spreadsheet program is the gateway to data science, Python aims to be the next step.

Implement API Caching with Redis, Flask, and Docker [Step-By-Step]
You want your API to be faster, more consistent, and to reduce the requests to the server? — That’s where caching comes into play. This article shows you how to implement API Caching with Redis on Flask.

How I teach Python on the Raspberry Pi 400 at the public library

Writing fast async HTTP requests in Python

Interesting Projects, Tools and Libraries

Flagsmith
Flagsmith is an open source, fully featured, Feature Flag and Remote Config service. Use our hosted API, deploy to your own private cloud, or run on-premise.

kcare-uchecker
A simple tool to detect outdated shared libraries still linked to processes in memory.

SimSwap
An Efficient Framework For High Fidelity Face Swapping.

plan2scene
Converting floor plans to 3D scenes.

mimics
Small tool for deferring actions and operations on objects and classes.

Nerd-Storage
A simple LAN storage.

replit-cli
Interact with Replit remotely with the Replit CLI.

STCN
Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation.

pyrgg
Python Random Graph Generator.

epispot
A Python package for the mathematical modeling of infectious diseases via compartmental models.

Upcoming Events and Webinars

Virtual: PyBerlin 29
There will be following talks

Writing efficient Python for data science
Don't put your server in a nuclear silo

Virtual: San Diego Python Meetup June 2021
There will be a talk, Lambda functions.

Virtual: PyLadies Berlin
There will be a workshop, Introduction to Web-Scraping & Regex.

Virtual: Edmonton Python Meetup June 2021

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Python Weekly - Python Weekly - Issue 504

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