PythonHub

jaymody / picoGPT An unnecessarily tiny implementation of GPT-2 in NumPy. https://github.com/jaymody/picoGPT

How to Build a Complete Python Package Step-by-Step Do you want to know how to build a complete Python package? Well, look no further! This video will take you step-by-step through the entire process, from creating your project to publishing it on PyPI. https://www.youtube.com/watch?v=5KEObONUkik

How We Deploy 5X Faster with Warm Docker Containers Using pex, Serverless Dagster Cloud now deploys 4 to 5 times faster by avoiding the overhead of building and launching Docker images. https://dagster.io/blog/fast-deploys-with-pex-and-docker

Launch HN: Pynecone (YC W23) – Web Apps in Pure Python https://news.ycombinator.com/item?id=35136827

The Speed of Python: It Ain’t That Bad! I hear all the time that Python is way too slow. Is it? https://medium.com/pythoniq/the-speed-of-python-it-aint-that-bad-9f703dd2924e

is Amazon Unscrapable? https://www.reddit.com/r/learnpython/comments/11jqcxk/is_amazon_unscrapable/

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