PythonHub Logo Python Hub Weekly Digest for 2022-11-13

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💖 Most Popular

Maximilian-Winter / pytonium
Pytonium is a framework for building python apps, with a GUI based on the web-technologies HTML, CSS and Javascript.

Learn Streamlit
This tutorial demonstrates how to use the Python Streamlit library to build more than 20 basic CRUD and database web apps.

How to Debug a Jupyter Notebook in PyCharm

Python 3.12 Goals
A short summary of the major themes of work that the Faster CPython plans to land in 3.12.

Python ThreadPool: The Complete Guide
This guide provides a detailed and comprehensive review of the ThreadPool in Python, including how it works, how to use it, common questions, and best practices.


📖 Articles

EuroPython 2022 Videos

Malicious Python Packages Replace Crypto Addresses in Developer Clipboards

Good old-fashioned code optimization never goes out of style
Sometimes, making your Python data processing software faster doesn’t require libraries ...

Dynamically update periodic tasks in Celery and Django
Celery is a popular distributed tasks queue. The most common approach is to define the periodic tasks before the Celery worker is started. What if we would like to define periodic tasks dynamically?

deepmind / alphatensor

SyntaxError: invalid syntax
Python's "invalid syntax" error message comes up often, especially when you're first learning Python. What usually causes this error and how can you fix it?

ashawkey / stable-dreamfusion
A pytorch implementation of text-to-3D dreamfusion, powered by stable diffusion.

GuyTevet / motion-diffusion-model
The official PyTorch implementation of the paper "Human Motion Diffusion Model"

Unravelling assignment expressions

Temporal Fusion Transformer: Time Series Forecasting with Deep Learning — Complete Tutorial
Create accurate & interpretable predictionsContinue reading on Towards Data Science ...

How We Recreated the Dixie Wildfire’s Plume from Radar and Satellite Data
New York Times Graphics and R&D engineers worked with wildfire experts to visualize how fires create their own weather patterns. An engineer describes the process behind this data driven graphic.

An Introduction to Poisson Flow Generative Models
Poisson Flow Generative Models (PFGMs) are a new type of generative Deep Learning model, taking inspiration from physics much like Diffusion Models. Learn the theory behind PFGMs and how to generate images with them in this easy-to-follow guide.


⚙️ Projects

Tiny3D
Tiny3D is a next generation of 3D object detection service production system.

DiffusionDB
A large-scale text-to-image prompt gallery dataset based on Stable Diffusion.

LangChain
Building applications with LLMs through composability.

specialist
Visualize CPython 3.11's specializing, adaptive interpreter.


👾 Reddits

I updated my script that allows you to store any file in an image. Now you don't need the original image to extract the file!


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