Image Color Extraction with Python in 4 Steps

Creating your own and unique list of colorsPhoto by Robert Katzki on UnsplashWhy are the colors ...

https://towardsdatascience.com/image-color-extraction-with-python-in-4-steps-8d9370d9216e

Code Your Own Heroku Clone with Python

Learn all about how to provision infrastructure programmatically by building a simplified Heroku clone with Python. At the end you will also learn how to provision a web app on AWS using JavaScript.

https://www.youtube.com/watch?v=zhJLVFR3pE8

openai-cookbook

Examples and guides for using the OpenAI API.

https://github.com/openai/openai-cookbook

An Intro to the contextlib Module in Python

Learn how to create different types of context managers using Python's contextlib module!

https://www.youtube.com/watch?v=e7oGj_fa-J8

Calcure

Modern TUI calendar and task manager with minimal and customizable UI.

https://github.com/anufrievroman/calcure

Build dashboard in Python with automatic updates and email notifications

Do you need to monitor data from multiple sources and act based on their values? If you answered yes, then it means that you need a dashboard. This post will show you how to create a dashboard in Python. It will automatically update the values in the dashboard and send email notifications based on monitored values. The dashboard will be deployed to the Amazon AWS cloud service.

https://mljar.com/blog/python-dashboard/

basic-pitch

A lightweight yet powerful audio-to-MIDI converter with pitch bend detection.

https://github.com/spotify/basic-pitch

chainfeeds / RSSAggregatorforWeb3

Bootstrapping your personal Web3 info hub from more than 500 RSS Feeds.

https://github.com/chainfeeds/RSSAggregatorforWeb3

lxgr-linux / pokete

A terminal based Pokemon like game

https://github.com/lxgr-linux/pokete

The Annotated Transformer

The Transformer has been on a lot of people’s minds over the last five years. This post presents an annotated version of the paper in the form of a line-by-line implementation.

http://nlp.seas.harvard.edu/annotated-transformer/

Memory Management in Python - Part 2: Equality

When are two Python objects the same? What does that even mean?

https://anvil.works/articles/pointers-in-my-python-2

Lightning-AI / lightning

Build high-performance AI models with PyTorch Lightning (organized PyTorch). Deploy models with Lightning Apps (organized Python to build end-to-end ML systems).

https://github.com/Lightning-AI/lightning

Design Patterns in Machine Learning Code and Systems

Design patterns are not just a way to structure code. They also communicate the problem addressed and how the code or component is intended to be used. Here are some patterns I’ve observed in machine learning code and systems.

https://eugeneyan.com/writing/design-patterns/

MoreThanSentiments: A Python Library for Text Quantification

A collection of functions that help researchers calculate Boilerplate, Redundancy, Specificity, ...

https://towardsdatascience.com/morethansentiments-a-python-library-for-text-quantification-e57ff9d51cd5

Cython for absolute beginners: 30x faster code in two simple steps

Easy Python code compilation for blazingly fast applicationsContinue reading on Towards Data ...

https://towardsdatascience.com/cython-for-absolute-beginners-30x-faster-code-in-two-simple-steps-bbb6c10d06ad

Parallelization with MultiProcessing in Python

Run your data science tasks in parallel to speed up computation timeContinue reading on Towards ...

https://towardsdatascience.com/parallelization-w-multiprocessing-in-python-bd2fc234f516