A probabilistic programming language in 70 lines of Python

This post explains how Probabilistic Programming Languages (PPLs) work by showing step-by-step how to build a simple one in Python.

https://mrandri19.github.io/2022/01/12/a-PPL-in-70-lines-of-python.html

RAUDI

Automatically generate and keep updated a series of Docker images through GitHub Actions.

https://github.com/cybersecsi/RAUDI

tplot

A library for creating text-based graphs in the terminal.

https://github.com/JeroenDelcour/tplot

ipyflex

A WYSIWYG layout editor for Jupyter widgets.

https://github.com/trungleduc/ipyflex

Ultimate Guide To Text Similarity With Python

In this article, you will learn about different similarity metrics and text embedding techniques. By the end, you'll have a good grasp of when to use what metrics and embedding techniques. You’ll also get to play around with them to help establish a general intuition.

https://newscatcherapi.com/blog/ultimate-guide-to-text-similarity-with-python

Go Fast With Django

How do you make your Django app fast? You measure what is slow, scale your system when necessary, and use a combination of fast database queries and strategic caching. In this Understand Django article, we'll explore those topics and more to help you get a performant Django app.

https://www.mattlayman.com/understand-django/go-fast/

Solving Wordle Puzzles with Basic Python

The Wordle puzzle game is deceptively simple - you get six tries to guess a five-letter English word, with hints if you get it wrong. Here’s how you can write an iterative solver that suggests words based on letter frequency and hints using nothing but pure Python.

https://www.inspiredpython.com/article/solving-wordle-puzzles-with-basic-python

kedro-org / kedro

A Python framework for creating reproducible, maintainable and modular data science code.

https://github.com/kedro-org/kedro

Computer Vision and Perception for Self-Driving Cars

Learn about Computer Vision and Perception for Self Driving Cars. This series focuses on the different tasks that a Self Driving Car Perception unit would be required to do.

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

torrinworx / Blend_My_NFTs

Generate thousands of 3D models, images, and animation NFTs automatically in Blender with BlendMyNFTs.

https://github.com/torrinworx/Blend_My_NFTs

Next-generation seaborn interface

Over the past 8 months, I have been developing an entirely new interface for making plots with seaborn. This page demonstrates some of its functionality.

http://seaborn.pydata.org/nextgen/

ShadowClone

ShadowClone allows you to distribute your long-running tasks dynamically across thousands of serverless functions and gives you the results within seconds where it would have taken hours to complete.

https://github.com/fyoorer/ShadowClone

tolerance_interval_py

A small Python library for one-sided tolerance bounds and two-sided tolerance intervals.

https://github.com/cjekel/tolerance_interval_py

mmdb-server

mmdb-server is an open source fast API server to lookup IP addresses for their geographic location.

https://github.com/adulau/mmdb-server