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News & links about Python programming. https://pythonhub.dev/ Administrator: @rukeba
Faster CPython at PyCon, part two
https://lwn.net/SubscriberLink/931197/56e7c3d8a352d8bc/
Donkeycar: A Python self driving library
https://github.com/autorope/donkeycar
microsoft / DeepSpeedExamples
Example models using DeepSpeed
https://github.com/microsoft/DeepSpeedExamples
You probably don't know how to do Prompt Engineering
Features missing from most LLM front-ends that should exist.
https://gist.github.com/Hellisotherpeople/45c619ee22aac6865ca4bb328eb58faf
pyscript / pyscript
Home Page: https://pyscript.net Examples: https://pyscript.net/examples
https://github.com/pyscript/pyscript
Polars Crash Course: Python's Library of Big Data Analytics
https://www.youtube.com/watch?v=aiHSMYvoqYE
django-docker-quickstart
Your all-in-one Django-Docker starter kit. Pre-configured services including PostgreSQL, Redis, Celery, with Nginx and Traefik for production. Streamlined development with included tools for testing and formatting.
https://github.com/godd0t/django-docker-quickstart
llm-foundry
LLM training code for MosaicML foundation models.
https://github.com/mosaicml/llm-foundry
Functions vs Classes: When to Use Which and Why?
Functions vs. Classes?! Are you trying to decide which one to use in your code? This video explores how and when to use each of them, so you can make sure your code is as efficient and effective as possible.
https://www.youtube.com/watch?v=txRTzljmV0Q
Python Crash Course is a FANTASTIC book
https://www.reddit.com/r/learnpython/comments/13a5xj2/python_crash_course_is_a_fantastic_book/
Pynecone – Performant, customizable web apps in pure Python
https://pynecone.io/
Run ChatGPT-Style Questions Over Your Own Files Using the OpenAI API and LangChain!
The article explains how to use Langchain and the OpenAI API to run ChatGPT-style questions over your own files. It provides a step-by-step guide to using these tools and discusses the potential applications and limitations of this approach.
https://www.reaminated.com/run-chatgpt-style-questions-over-your-own-files-using-the-openai-api-and-langchain
My Python-based Code Smells Catalog Paper was finally published in Springer! 🎉
https://www.reddit.com/r/Python/comments/138u9yf/my_pythonbased_code_smells_catalog_paper_was/
microsoft / JARVIS
JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
https://github.com/microsoft/JARVIS
Harvard CS50’s Introduction to Programming with Python
https://www.youtube.com/watch?v=nLRL_NcnK-4
5 Horrifying Python Techniques to get you fired
Python is a great language, with a few... exploits. While a lot of implementation details make it easier to work with, they also lead to quirks - quirks which can be exploited for fun (and profit?). Whether it's variables, match statements, type hinting, imports, or even just trying to fit everything on one line, this talk has more than a few slithering tricks up its sleeve.
https://www.youtube.com/watch?v=t863QfAOmlY
Shap-E
Generate 3D objects conditioned on text or images.
https://github.com/openai/shap-e
15 Python Tips To Take Your Code To The Next Level!
https://gist.github.com/Julynx/dd500d8ae7e335c3c84684ede2293e1f
lightaime / camel
🐫 CAMEL: Communicative Agents for “Mind” Exploration of Large Scale Language Model Society
https://github.com/lightaime/camel
RasaGPT
RasaGPT is the first headless LLM chatbot platform built on top of Rasa and Langchain.
https://github.com/paulpierre/RasaGPT
Faster CPython at PyCon, part one
https://lwn.net/SubscriberLink/930705/4bbe9c26d7884277/
Starfyre - A Python Web Framework for creating frontend web applications
https://www.reddit.com/r/Python/comments/13bloxf/starfyre_a_python_web_framework_for_creating/
Bad Beat Poetry
Lockfiles are great. They can also be hard to review and a source of malicious code injection.
https://blog.phylum.io/bad-beat-poetry
Introducing Hidet: A Deep Learning Compiler for Efficient Model Serving
https://pytorch.org/blog/introducing-hidet/
Learning python alongside my 8 year old so
https://www.reddit.com/r/learnpython/comments/13969c4/learning_python_alongside_my_8_year_old_so/
yoheinakajima / babyagi
https://github.com/yoheinakajima/babyagi
semantra
Semantra is a multipurpose tool for semantically searching documents. Query by meaning rather than just by matching text.
https://github.com/freedmand/semantra
biobootloader / wolverine
https://github.com/biobootloader/wolverine
project-baize / baize-chatbot
Let ChatGPT teach your own chatbot in hours with a single GPU!
https://github.com/project-baize/baize-chatbot
Showcase of some very cursed Python features
https://www.reddit.com/r/Python/comments/1362690/showcase_of_some_very_cursed_python_features/