Python News Digest 21 - 27.03

Fast subsets of large datasets with Pandas, how to use Pandas read_html, new pip resolver release announced and more
27 March 2020   1022

Greetings! I hope your week went great! Here's new frontend technologies news digest.

Learn how to do a binary search in Python, check the introduction to SQLAlchemy ORM for Django developers, read about the Python code metrics and other cool things, prerpared for you.

Guides

  • Fast subsets of large datasets with Pandas and SQLite

Tutorial about fast subsets of large datasets with Pandas and SQLite

  • The Python math Module: Everything You Need to Know

This guide will teach you all about Python’s math module for higher-level mathematical functions

  • How to use Pandas read_html to Scrape Data from HTML Tables

Detailed tutorial on how to use Pandas read_html method for scraping data from HTML

  • More on service layers in Django

Another chapter of post about the drawbacks of using a service layer architecture for building Django apps.

Articles

  • New pip resolver to roll out this year

Developers says there will be big changes to how pip determinates what to install, based on the package requirements

Updates

  • Python 3.9.0a5

Early developer preview of Python 3.9 is now available

  • superstring.py

Library for heavy-text manipulation in Python

  • WhyNot

A Python sandbox for decision making in dynamics

  • PySimpleGUI-COVID19

Python written tools to help analyze the spread of the COVID-19 virus

  • Z3

Python-written theorem prover from Microsoft Research

Python News Digest 7 - 13.03

Learn about Python in GitHub Actions, how bundl Python dependencies in a ZIP, check the opinion about using Python and Gunicorn and more
13 March 2020   365

Greetings! I hope your week went great! Here's new Python news digest.

Learn how to define your own Python function, check the applications of signal processing in machine learning, enum-switch update and check other cool stuff.

Guides

  • Python in GitHub Actions

GitHub Actions is CI system by GitHub, which offers some interesting features, learn how to use Python with it

  • Defining Your Own Python Function

Great guide for beginners - learn how to define and call own Python functions

  • Bundling Python Dependencies in a ZIP Archive

Learn how to ship dependencies for your scripts as a single file

  • Applications of Signal Processing in Machine Learning

Learn signal processing is being used in ML with Python

Articles

  • We have to talk about this Python, Gunicorn, Gevent thing

Quite a pessimistic thought on what happens when you build around Python, Gunicorn, Gevent, and web requests

Updates

  • enum-switch 0.1.0

An attempt to create a way to do a reliable implementation for Python, of a switch thing like other languages have

  • PostHog

Product analytics solution

  • Karate Club

Machine learning extension library for NetworkX

  • covid-19-analysis

Corona virus report generation for python

  • aiohttp-swagger3

Library for swagger documentation browsing and validating aiohttp requests using swagger specification 3.0