Python Weekly - Python Weekly - Issue 560

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Python Weekly

Welcome to issue 560 of Python Weekly. Let's get straight to the links this week.

From Our Sponsor

Learn about the object traversal pattern common in the wider Python ecosystem, and how this led to the discovery of a stored command injection vulnerability in Celery. This step-by-step analysis also includes remediation guidance.

Articles, Tutorials and Talks

Python is Actually Portable
This post describes a proof-of-concept Python executable (2.7.18 and 3.6.14) built on Cosmopolitan Libc, which allows it to run on six different operating systems (Linux, Mac, Windows, NetBSD, FreeBSD, OpenBSD).

Practical Deep Learning for Coders 2022
A free course designed for people with some coding experience, who want to learn how to apply deep learning and machine learning to practical problems.

How to create a Python package in 2022
How do you create a Python package? How do you set up automated testing and code coverage? How do you publish the package? That's what this article teaches you.

Python Web Conf 2022 Talks + Tutorials

90 videos — including talks, tutorials, lightning talks and socials are now available.

Searching PDFs with Python, Transformers and Machine Learning
We'll harness the power of AI to find things similar to the search query you input, and we'll show you how to deploy that search engine in real life for anyone to use.

The limits of Python vectorization as a performance technique
Vectorization is a great way to speed up your Python code, but you’re limited to specific operations on bulk data. Learn how to get past these limitations.

Scientific Python with Guido Imperiale

Coming off the heels of the scientific python conference, we are delighted to have Guido Imperiale, OSS Engineer at Coiled, to talk with us about this exciting space, including his own work on Dask, remote work benefits, and how distributed computing with the latest Python tools has allowed him to manage large data science projects with ease.

Modeling Short Time Series with Prior Knowledge in PyMC

age encryption in Python with pyrage

Help us test system trust stores in Python

Python Package Manager Shootout

Interesting Projects, Tools and Libraries

pycom
A Python compiler, down to native code, using C++

LovelyPlots
Matplotlib style sheets to nicely format figures for scientific papers, thesis and presentations while keeping them fully editable in Adobe Illustrator.

Tsuki
Tsuki is a minimalistic open-sourced social media platform, built using Python.

django-queryset-feeler
Tool to help understand how django querysets are executed.

Theseus
A library for differentiable nonlinear optimization.

diffgram
Training Data (Data Labeling, Annotation, Workflow) for all Data Types (Image, Video, 3D, Text, Geo, Audio, more) at scale.

StatsForecast
StatsForecast offers a collection of widely used univariate time series forecasting models, including automatic ARIMA and ETS modeling optimized for high performance using numba. It also includes a large battery of benchmarking models.

New Releases

Python 3.11.0b5

Upcoming Events and Webinars

Virtual: Blockchain with Python
This introductory talk will teach you how to build a simple blockchain in Python, including providing an overview of some foundations like the SHA256 hashing and blockchain algorithms.

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Key phrases

six different operating systems object traversal pattern command injection vulnerability performance technique Vectorization wider Python ecosystem concept Python executable browser Python Weekly Practical Deep Learning

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