How To Classify Text With Python, Transformers & scikit-learn

What is text classification? How does do text classifiers work? How can you train your own news classification models?

https://newscatcherapi.com/blog/how-to-classify-text-with-python-transformers-and-scikit-learn

Python Project Setup – Virtual Environments and Package Management

Modern Python projects need a bit more than venv and pip - Learn about the best tools for package management and environment isolation.

https://bas.codes/posts/python-virtualenv-venv-pip-pyenv-poetry

Learn to Containerize Algorithms Deploy to AWS with App Runner

Learn to build greedy algorithms, then convert them to microservices and finally containerized them and deploy to AWS with App Runner.

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

Why You Should (or Shouldn't) be Using Google's JAX in 2022

Should you be using JAX in 2022? Check out our recommendations on using JAX for Deep Learning and more!

https://www.assemblyai.com/blog/why-you-should-or-shouldnt-be-using-jax-in-2022/

Jxck-S / plane-notify

Notify If a selected plane has taken off or landed using OpenSky or ADS-B Exchange data. Compares older data to newer data to determine if a landing or takeoff has occurred. As well as nav modes, emergency squawk and resolution advisory notifications. Can output to Twitter, Discord, and Pushbullet

https://github.com/Jxck-S/plane-notify

RunaCapital / awesome-oss-alternatives

Awesome list of open-source startup alternatives to well-known SaaS products 🚀

https://github.com/RunaCapital/awesome-oss-alternatives

From Docker CLI to Docker Compose

In this post I will show you how and why Docker Compose is useful, building a simple application written in Python that uses PostgreSQL.

https://www.thedigitalcatonline.com/blog/2022/02/19/from-docker-cli-to-docker-compose/

requirements.txt vs setup.py in Python

Understanding the purpose of requirements.txt, setup.py and setup.cfg in Python when developing and ...

https://towardsdatascience.com/requirements-vs-setuptools-python-ae3ee66e28af

D-Tale: One of the Best Python Libraries You Have Ever Seen

Here is my take on this must-have Python library and why you should give it a tryContinue reading ...

https://towardsdatascience.com/d-tale-one-of-the-best-python-libraries-you-have-ever-seen-c2deecdfd2b

Working With Audio Data in Python

In this video Kaggle Grandmaster Rob shows you how to use python and librosa to work with audio data.

https://www.youtube.com/watch?v=ZqpSb5p1xQo

How to create 1000+ unique NFT-style images (like Cryptopunk)

Learn how to use Python to generate a collection of unique profile-picture avatar by layering images from a directory. This is the technique used bymany popular NFT collections like Cryptopunks or Bored Ape.

https://www.youtube.com/watch?v=o0qNS_pOVqw

Optimizing Memory Usage in Python Applications

Find out why your Python apps are using too much memory and reduce their RAM usage with these simple tricks and efficient data structures.

https://martinheinz.dev/blog/68

gkbrk / slowloris

Low bandwidth DoS tool. Slowloris rewrite in Python.

https://github.com/gkbrk/slowloris