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Python Weekly

Welcome to issue 587 of Python Weekly. Let's get straight to the links this week.

From Our Sponsor

Python is a popular and powerful programming language that is often used for building web applications, data analysis, and automation. Check out Snyk’s article that gives you an inside look at how popular Python libraries - cryptography and Paramiko - help protect your network communications from man-in-the-middle attacks and eavesdropping.

News

DjangoCon Europe 2023 CFP
We invite you to submit your proposal no matter your background or experience level with Django. Proposals can be from a wide range of topics; non-Django and community topics are welcome. The deadline for submissions is 26th February 2023 AoE.

Articles, Tutorials and Talks

Python Logging: How to Write Logs Like a Pro!

Logging can make all the difference in commercial software products, and it's essential to have a proper understanding of how to use it effectively. This video dives into the details of Python’s built-in logging package, along with tips on how to make your logs easier to manage.

How to Securely Deploy a FastAPI app with NGINX and Gunicorn
In this tutorial, you'll learn how to use NGINX, and Gunicorn+Uvicorn to deploy a FastAPI app, and generate a free SSL certificate for it.

The Django Developer’s Guide To Vite
The easy way to add JavaScript to your Django projects.

Comparing Different Automatic Image Augmentation Methods in PyTorch
Data augmentation is a key tool in reducing overfitting, whether it's for images or text. This article compares three Auto Image Data Augmentation techniques.

How to build an AI assistant for your documentation
Learn how to use GPT-3 to create an AI assistant for documentation, blogs, books etc.

Adding Python WASI support to Wasm Language Runtimes
This article provides an overview of how Python works in WebAssembly environments and provides a step by step guide on how to use it.

Getting started with semantic workflows
A guide on when to use small and large language models.

Exposing AWS KMS Asymmetric Keys as a JWKS

Making a loudness monitor for online meetings

13 tips and techniques for modern Flask apps

Interesting Projects, Tools and Libraries

Open-Assistant
OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

DocsGPT
DocsGPT is a cutting-edge open-source solution that streamlines the process of finding information in project documentation. With its integration of the powerful GPT models, developers can easily ask questions about a project and receive accurate answers.

PyGlove
PyGlove is a general-purpose library for Python object manipulation. It introduces symbolic object-oriented programming to Python, allowing direct manipulation of objects that makes meta-programs much easier to write.

Pathfinding-Visualizer
A pathfinding visualizer made in Python and Pygame. This project aims to provide a fun and interactive way to learn about popular pathfinding algorithms such as Dijkstra's, A* and other supported algorithms.

xloil
xlOil provides framework for interacting with Excel in different programming languages (python & C++ currently)

knowledge_gpt
Accurate answers and instant citations for your documents.

AudioLDM
Generate speech, sound effects, music and beyond, with text.

NaturalSpeech
End-to-End Text to Speech Synthesis with Human-Level Quality.

New Releases

Python in Visual Studio Code – February 2023 Release
This release includes the following announcements:

Automatic environment selection when VS Code is launched from an activated terminal
Select requirements files or optional dependencies with the Python: Create Environment command
Preview: Improved IntelliSense support for pytest with Pylance
Jupyter kernel picker improvements

JupyterLab 3.6.0
Here are the new cool features available in JupyterLab 3.6.0:

Real-time collaboration rework
Notifications
Terminals enhancements
Various highlights
Performance improvements

Python 3.11.2, Python 3.10.10 and 3.12.0 alpha 5 are available

Upcoming Events and Webinars

Data Council Austin ‘23
Learn, exchange ideas, and network with some of the best technical minds in data at Data Council 23, a 3-day, community-driven, data science, engineering, analytics & AI event, featuring over 10-tracks and 75+ speakers. Use code ProgWeekly20 for 20% off.

Virtual: PyLadies Paris Meetup February 2023
There will be following talks

Turning your Data/AI algorithms into full web apps in no time with Python
Improving non-invasive BCI - Contributions of open-source software tools

PyData Berlin Meetup February 2023
There will be a talk, Bringing GitOps to ML experiments with dstack.

PyData Cambridge Meetup February 2023
There will be following talks

Demonstrating Compliance by Design for Data Security and Privacy in AI Apps
Building Successful Data Science Projects

PyData Munich Meetup February 2023
There will be following talks

Lessons learned from setting up a MLOps pipeline
ML Model Monitoring

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