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Python Weekly

Welcome to issue 541 of Python Weekly. Let's get straight to the links this week.

News

EuroPython 2022 Call for Proposals
The EuroPython 2022 Call for Proposals (CFP) is open and accepting proposals for talks, training sessions, workshops, panels, poster sessions, helpdesks and other interactive sessions at EuroPython 2022.

Articles, Tutorials and Talks

Wordle Tweet Data Analysis with Python

In this video we look into tweet data from the daily word game Wordle. We explore various techniques for data wrangling and visualization using python, pandas and matplotlib.

Build a User-Friendly CLI from Pure Python Functions
DynaCLI (Dynamic CLI) is a cloud-friendly, open source library for converting pure Python functions into Linux Shell commands. This article explains how DynaCLI makes writing Command Line Interfaces in Python easy and efficient, using as an example a function to generate a QR code that records a person’s vaccination status.

Manage Python security with Thoth's cloud-based dependency resolver
This article presents a quick introduction to managing Python dependencies with Project Thoth. The included video tutorial shows you how Thoth's cloud-based resolver finds problems in your Python dependencies and execution environment. Thoth's resolver is a drop-in replacement for other Python resolvers such as pip, Pipenv, or Poetry. Thoth's resolution process can also be used in containerized environments.

Python Range: Explained With Many Examples
A range is most often used in Python for loops. This article explains how to use ranges and how they work, using lots of code examples.

Tutorial: Lambda Functions in Python
In this tutorial, we will define lambda functions in Python and explore the advantages and limitations of employing them.

Object Localization using PyTorch, Part 1
In part one of this series on object localization with pytorch, you will learn the theory behind object localization, and learn how to set up the dataset for the task.

Part 2 - See how to train a classification model for object localization using CNN's and PyTorch. Then see how to save and convert the model to ONNX.

Refactoring a Python Codebase with LibCST

Modify Iterables While Iterating in Python

A Better Structlog Processor for Python for CloudWatch Logs Using AWS Lambda

µTransfer: A technique for hyperparameter tuning of enormous neural networks

Python Jobs of the Week

Sr. Backend Engineer (Flights Optimization & Algorithms)
Portside is developing a solution for optimizing aircraft routes and crew schedules for business aviation. Python 3.9, FastAPI, DDD, Algorithms, complexity, basic discrete mathematics are a must.

Interesting Projects, Tools and Libraries

Python SpeedSheet
Find what you need, faster. Get answers to your Python questions fast.

FastFold
Optimizing Protein Structure Prediction Model Training and Inference on GPU Clusters.

FastAPIQuickCRUD
A FastApi CRUD router generator for SQLALchemy.

ICON
Implicit Clothed humans Obtained from Normals.

Blobbackup
Private, Secure Computer Backups.

shot-scraper
Automated website screenshots using GitHub Actions.

TRACARDI
TRACARDI is an API-first solution, low-code / no-code platform aimed at any e-commerce business that wants to start using user data for marketing purposes.

MDAnalysis
A Python library to analyze molecular dynamics simulations.

New Releases

Python in Visual Studio Code – March 2022 Release

Python 3.11.0a6 is available

Upcoming Events and Webinars

Virtual: Cleveland Python Meetup March 2022
There will be a talk, Deploying Flask Apps to Production in AWS.

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