PythonHub

Creosote - Identify unused dependencies and avoid a bloated virtual environment https://www.reddit.com/r/Python/comments/11n717z/creosote_identify_unused_dependencies_and_avoid_a/

Data validation in Python: a look into Pandera and Great Expectations Data validation is a vital step in any data-oriented workstream. This post investigates and compares two popular Python data validation packages - Pandera and Great Expectations. https://endjin.com/blog/2023/03/a-look-into-pandera-and-great-expectations-for-data-validation

PyBroker Algorithmic Trading in Python with Machine Learning. https://github.com/edtechre/pybroker/

DiffusionFastForward Course on diffusion generative models in a fast forward mode. https://github.com/mikonvergence/DiffusionFastForward

gptcli ChatGPT in command line with gpt-3.5-turbo api. https://github.com/evilpan/gptcli

When to use Python's "list" function When should you use the built-in list(...) function in Python? And when shouldn't you? The list constructor is both underused and overused in Python. https://www.pythonmorsels.com/using-list/

Building a Bloom filter In this post, we will explore the Bloom filter — a data structure that is ingenious in its simplicity and elegant in its design https://luminousmen.com/post/building-a-bloom-filter

jerryjliu / llama_index LlamaIndex (GPT Index) is a project that provides a central interface to connect your LLM's with external data. https://github.com/jerryjliu/llama_index

New book available: Python GUI - Develop Cross Platform Desktop Applications using Python, Qt and PySide6 https://www.reddit.com/r/Python/comments/11ola58/new_book_available_python_gui_develop_cross/

Build A SaaS From Scratch Learn how to build a SaaS from scratch using Django, Tailwind and Stipe as the payment gateway. https://www.youtube.com/watch?v=XEr4P0VDuYU

duckargs Productivity tool for quickly creating python programs that parse command-line arguments. Stop writing argparse boilerplate code! https://github.com/eriknyquist/duckargs

How Python virtual environments work https://snarky.ca/how-virtual-environments-work/

Show HN: Codon: A Compiler for High-Performance Pythonic Applications and DSLs [pdf] https://regmedia.co.uk/2023/03/11/mit_codon_paper.pdf

text-generation-webui A gradio web UI for running Large Language Models like GPT-J 6B, OPT, GALACTICA, GPT-Neo, and Pygmalion. https://github.com/oobabooga/text-generation-webui

Testing multiple Python versions with nox and pyenv https://sethmlarson.dev/nox-pyenv-all-python-versions

Flasho Open source customer notifications in less than 5 minutes. https://github.com/flashohq/flasho

How to migrate from Django’s PostgreSQL CI Fields to use a case-insensitive collation If you upgrade to Django 4.2, you may see system check warnings fields.W906. In this post we’ll cover why this has changed, and how to perform the necessary migration. You can actually migrate from Django 3.2, and may want to, because the alternative uses more accurate and flexible Unicode rules. https://adamj.eu/tech/2023/02/23/migrate-django-postgresql-ci-fields-case-insensitive-collation/

lucidrains / audiolm-pytorch Implementation of AudioLM, a SOTA Language Modeling Approach to Audio Generation out of Google Research, in Pytorch https://github.com/lucidrains/audiolm-pytorch

End-to-End Tutorial on Combining AWS Lambda, Docker, and Python https://www.reddit.com/r/Python/comments/115fzif/endtoend_tutorial_on_combining_aws_lambda_docker/

Using pyproject.toml in your (Django) project https://lincolnloop.com/insights/using-pyprojecttoml-in-your-django-project/