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Python Weekly

Welcome to issue 537 of Python Weekly. Let's get straight to the links this week.

From Our Sponsor

Catch Errors in Your Complex Regular Expressions with SonarLint
SonarLint, a completely free & open source IDE extension, helps find and fix Python issues from the moment you write your first lines of code. It offers hundreds of unique rules, including many regex rules to help you write efficient & error-free regular expressions. Learn more.

News

Could you host DjangoCon Europe 2023?
DjangoCon Europe 2022 will be held from the 21st - 25th September in Porto, Portugal, hopefully, but we're already looking ahead to next year's conference. Could your town - or your football stadium, circus tent, private island, or city hall - host this wonderful community event?

Django: Reformatted code with Black

Articles, Tutorials and Talks

Creating a Zelda style game in Python

A Zelda-style RPG in Python that includes a lot of elements you need for a sophisticated game like graphics and animations, fake depth; upgrade mechanics, a level map and quite a bit more.

How we optimized Python API server code 100x
Some of the tricks we used to speed up calls to our analytical API written in Python: played with asyncio, messed with SQLAlchemy, hacked deep in asyncpg, rewrote parts in Cython, found better data structures, replaced some pandas with pure numpy.

Deploy a Python API on Vercel using Postgres
FastAPI, Vercel, Arctype, and Postgres form a potent stack of software technologies. This article will show you how to build a simple task manager that takes advantage of these modern tools.

GPT in PyTorch

In this video, we are going to implement the GPT2 model from scratch. We are only going to focus on the inference and not on the training logic. We will cover concepts like self attention, decoder blocks and generating new tokens.

TIL: typing.Protocol Across Python Versions
How to seamlessly support typing.Protocol on Python versions older and newer than 3.8. At the same time.

An optimization story

Using Google Cloud Machine Learning APIs programmatically in python - Part 1

Natural Language Processing for Icelandic with PyPy: A Case Study

Deploy Django into Production with Kubernetes, Docker, & Github Actions

The FastAPI Ultimate Tutorial

Friendly-traceback: trying to stay ahead of IPython

Interesting Projects, Tools and Libraries

TDengine
An open-source big data platform designed and optimized for the Internet of Things (IoT).

minos-python
The framework which helps you create reactive microservices in Python.

pls
pls is a better ls for developers.

django-idom
django-idom allows Django to integrate with IDOM, a reactive Python web framework for building interactive websites without needing a single line of Javascript.

BreakFastApi
The most delicious API on the web. Just send a request and you'll receive the most mouth watering dish recipe with estimated cooking time and all the necessary ingredients and instructions.

BlueFog
Distributed and decentralized training framework for PyTorch over graph.

scvi-tools
scvi-tools (single-cell variational inference tools) is a package for probabilistic modeling and analysis of single-cell omics data, built on top of PyTorch and AnnData.

Dynamo
Dynamo is a computational framework that includes an inclusive model of expression dynamics with scSLAM-seq / multiomics, vector field reconstruction and potential landscape mapping.

Hammer
An efficient toolkit for training deep models.

cassowary
Run Windows Applications on Linux as if they are native, Use linux applications to launch files files located in windows vm without needing to install applications on vm. With easy to use configuration GUI

New Releases

Python in Visual Studio Code – February 2022 Release
This release includes:

Smart Selection
Folding support
Improvements to the Python interpreters list
Improvements when using Anaconda

TensorFlow 2.8.0

Upcoming Events and Webinars

Virtual: Cleveland Python Meetup February 2022
There will be a talk, Dev Life with VSCode Dev Containers.

Virtual: PyData Paris February 2022
There will be a talk, Better Data Governance with Revision Control Workflows.

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Python Weekly - Python Weekly - Issue 537

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