PythonHub

Automate your Python project with Makefile (2021) https://antonz.org/makefile-automation/

PyVibe Generate styled HTML pages from Python. https://github.com/pycob/pyvibe

Working with Large Data Sets Made Easy: Understanding Pandas Data Types In this video, we'll show you how to use the Pandas library to make working with large datasets easy. You'll learn about the different data types that Pandas supports and see some examples of how to use them to optimize your memory usage. https://www.youtube.com/watch?v=uVy23GEehpc

evals Evals is a framework for evaluating OpenAI models and an open-source registry of benchmarks. https://github.com/openai/evals

Distributed Machine Learning at Instacart How Instacart uses distributed Machine Learning to efficiently train thousands of models in production. https://tech.instacart.com/distributed-machine-learning-at-instacart-4b11d7569423

The quantum state of a TCP port If I navigate to https://blog.cloudflare.com/, my browser will connect to a remote TCP address from the local IP address assigned to my machine, and a randomly chosen local TCP port. What happens if I then decide to head to another site? Is it possible to establish a new TCP connection from the same local IP address and port? https://blog.cloudflare.com/the-quantum-state-of-a-tcp-port/

nanoT5 Fast & Simple repository for pre-training and fine-tuning T5-style models. https://github.com/PiotrNawrot/nanoT5

Could you train a ChatGPT-beating model for $85,000 and run it in a browser? https://simonwillison.net/2023/Mar/17/beat-chatgpt-in-a-browser

Caching and Django Rest Framework https://www.screamingatmyscreen.com/caching-and-django-rest-framework/

Tracking the Fake GitHub Star Black Market with Dagster, dbt and BigQuery It's easy for an open-source project to buy fake GitHub stars. We share two approaches for detecting them. https://dagster.io/blog/fake-stars

Python and SLSA Supply chain Layers for Software Artifacts (SLSA) is a framework of tools to generate and verify provenance for software artifacts. In the Python ecosystem there are two main types of software artifacts: wheels and source distributions. How can we use the SLSA framework to generate and verify the provenance of Python artifacts? https://sethmlarson.dev/python-and-slsa

gerev ChatGPT search engine for your organization. https://github.com/GerevAI/gerev

Show HN: Learn Python with Minecraft https://github.com/gilesknap/mciwb

No-async async with Python https://textual.textualize.io/blog/2023/03/15/no-async-async-with-python/

Django Developers Survey 2022 Results https://lp.jetbrains.com/django-developer-survey-2022/

kitsec-core Ethical hacking, made easy. https://github.com/kitsec-labs/kitsec-core

Ciclo A functional training loops library for JAX. https://github.com/cgarciae/ciclo

stanford_alpaca Code and documentation to train Stanford's Alpaca models, and generate the data. https://github.com/tatsu-lab/stanford_alpaca

creosote Identify unused dependencies and avoid a bloated virtual environment. https://github.com/fredrikaverpil/creosote

How to Generate Images Using the OpenAI API and DALL·E 2 in Python In this tutorial, you'll learn how to use OpenAI's API with Python to generate, edit, and vary images using natural language prompts. https://www.makeuseof.com/generate-images-using-openai-api-dalle-python/