Building a Realtime Chat App with Django Channels and WebSockets

Building stateful web applications can be tricky, unless you use a framework, of course—Django to the rescue! In this article, learn how to build a realtime chat app using Django Channels and WebSockets.

https://www.honeybadger.io/blog/django-channels-websockets-chat/

Whisper

Whisper is a general-purpose speech recognition model by OpenAI. It is trained on a large dataset of diverse audio and is also a multi-task model that can perform multilingual speech recognition as well as speech translation and language identification.

https://github.com/openai/whisper

I Made a Remote Lie Detector to Test Zuckerberg's Pulse

Identify deception in anyone on camera, then measure their heart rate. The code is available

https://www.youtube.com/watch?v=5q-BQ2Q_pqI

A Hands-on Tutorial for Bayesian Neural Networks

In this tutorial, you will implement various Bayesian neural network methods based on variational inference. We will go through regression tasks to see the applications of uncertainty estimation in practice, including a case study on Bayesian optimisation.

https://colab.research.google.com/drive/1jvJE-P0zye95ICSS5bG2qL35lpr63zxm?usp=sharing

Build a Reactive Data Streaming App with Python and Apache Kafka

How do you get live notifications from a service that doesn’t support live notifications? Can you watch an online store for price drops? Or track comments on someone else’s YouTube video? Or at work, can you react to changes in another department’s system, when that system doesn’t have a notification API? How do you turn the question-and-answer model of the web into a live-streaming system?

https://www.youtube.com/watch?v=jItIQ-UvFI4

Writing REST With Django and Ninja

Django Ninja is a FastAPI inspired library for turning your Django views into REST API end-points. Learn how to get started with Django Ninja, how the interface interacts with Django's URL and ORM mechanisms, and how to apply authentication controls to your REST API.

https://www.youtube.com/watch?v=Gry6rlZYpzw

A Deep Dive Into Pathlib And The Magic Behind It

If you’re not yet using pathlib for dealing with files and directories, you’re missing out. This video takes a close look at the pathlib library in Python and explains some of the magic that goes into it, as well as how you can use it in your own code.

https://www.youtube.com/watch?v=UcKkmwaRbsQ

Learn Python by Thinking in Types

Learn Python by thinking in types. The beginner's course focuses on basic programming concepts rather than just teaching the language syntax. It's always helpful to learn from many different perspectives and this course may be just what you need to understand Python.

https://www.youtube.com/watch?v=jH85McHenvw

Making Music From Images With Python

The memes are alive with the sound of music.

https://betterprogramming.pub/making-music-from-images-with-python-81db627fd549

AITemplate

AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.

https://github.com/facebookincubator/AITemplate

sczhou / CodeFormer

NeurIPS 2022 Towards Robust Blind Face Restoration with Codebook Lookup Transformer

https://github.com/sczhou/CodeFormer

arnis

Generate cities from real life in Minecraft using Python.

https://github.com/louis-e/arnis

Automate Graphic Design using Python

Use Python Pillow to automate the creation of hundred warehouse labels for the signage of picking ...

https://towardsdatascience.com/automate-graphic-design-using-python-e161bce62cfe

ipython / ipython

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

https://github.com/ipython/ipython

natbot

Drive a browser with GPT-3.

https://github.com/nat/natbot

A Complete Guide to Logging in Python with Loguru

This guide will describe the library and its features in detail, and give you an idea of how to integrate it into a typical web application setup. It will also provide some pointers on how to seamlessly migrate from the standard logging module to Loguru.

https://betterstack.com/community/guides/logging/loguru/

Using LaTeX In Python

Python has great support for LaTeX -- in Jupyter, in symbolic math tools, and in third party ...

https://codesolid.com/using-latex-in-python/

Didact AI

The anatomy of an ML-powered stock picking engine

https://principiamundi.com/posts/didact-anatomy/