Python Weekly (Issue 504 June 17 2021)

Python Weekly - Issue 504

June 17, 2021

Python Weekly

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

Articles, Tutorials and Talks

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.

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

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

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.

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

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.

Automate your machine learning workflows with less than ten lines of code.

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.

Learn how to build a book database API with AWS Chalice serverless technology.

If the ubiquitous spreadsheet program is the gateway to data science, Python aims to be the next 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.

Interesting Projects, Tools and Libraries

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.

A simple tool to detect outdated shared libraries still linked to processes in memory.

An Efficient Framework For High Fidelity Face Swapping.

Converting floor plans to 3D scenes.

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

A simple LAN storage.

Interact with Replit remotely with the Replit CLI.

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

Python Random Graph Generator.

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

Upcoming Events and Webinars

There will be following talks

  • Writing efficient Python for data science

  • Don't put your server in a nuclear silo

There will be a talk, Lambda functions.

There will be a workshop, Introduction to Web-Scraping & Regex.

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