PythonHub Logo Python Hub Weekly Digest for 2022-10-23

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A repository of python scripts that come in handy in automating day-to-day tasks.

Python in Visual Studio Code – October 2022 Release
This release includes the following announcements:

5 Python Projects to Automate Your Life: From Beginner to Advanced
Brand-new automation projects that you should solve in 2022Continue reading on Towards Data Science ...

How to Build an Instant Machine Learning Web Application with Streamlit and FastAPI
Learn how to rapidly build your own machine learning web application using Streamlit for your frontend and FastAPI for your microservice.

PYTHON CHARTS: the Python data visualization site with more than 500 different charts with reproducible code and color tools

📖 Articles

Python 3.10.8
Python 3.10.8 is the newest major release of the Python programming language, and it contains many new features and optimizations.

towhee-io / towhee
Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

Decorator shortcuts
When using many decorators in code, there’s a shortcut you can use if you find yourself repeating them. They can be assigned to a variable just like any other Python expression.

How to Track the Rank of Keywords in Google SERPs using Python
In this post, we will learn how to track the rank of pages in google for any keyword using Python. We will create a tool like SEMrush & Ahrefs with coding.

Python vs. MATLAB: Price, Performance, Features
MATLAB and Python are both popular tools for numerical computing. See how they compare to each ...

PyTorch for Deep Learning & Machine Learning

Reverse Engineering a Cat Feeder to Boost Productivity
After some late-night Amazon'ing I got a PetKit FreshElement Solo, which I turned into a positive reinforcement machine!

KasRoudra / PyPhisher
Easy to use phishing tool with 77 website templates. Author is not responsible for any misuse.

divamgupta / stable-diffusion-tensorflow
Stable Diffusion in TensorFlow / Keras

carson-katri / dream-textures
Stable Diffusion built-in to the Blender shader editor

openai / improved-diffusion
Release for Improved Denoising Diffusion Probabilistic Models

Python Type Hints - Lambdas don’t support type hints, but that’s okay
Python has no syntax to add type hints to lambdas, but that doesn’t mean you can’t use them in type-checked code. In this post we’ll look at how Mypy can infer the types for lambdas, based on where they’re used.

Python dependency management difficulty is an unhelpful meme
Python package management/installation is famously difficult or so the story goes. This keeps getting reinforced by forum comments, quoting that one xkcd page, and people who aren’t actually running into the issues repeating the meme. In practice, it will take just a few minutes to understand and not end up in a mess.

⚙️ Projects

This version of Stable Diffusion features a slick WebGUI, an interactive command-line script that combines text2img and img2img functionality in a "dream bot" style interface, and multiple features and other enhancements.

Analyze PDFs. With colors. And Yara.

A simple embedded language for running inline SQL in Python programs.

GitFive is an OSINT tool to investigate GitHub profiles.

A collection of resources and papers on Diffusion Models.
A self-hosted, single-user, ActivityPub powered microblog.

👾 Reddits

New, free book from Al Sweigart: Python Programming Exercises, Gently Explained

The Pdfalyzer is a tool for visualizing the inner tree structure of a PDF in large and colorful diagrams as well as scanning its internals for suspicious content

Discover Awesome Python projects

Teaching Python to a student with autism

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Project by Ruslan Keba. Since 2012. Powered by Python. Made in 🇺🇦Ukraine.