PythonHub

College Precalculus – Full Course with Python Code Learn college Precalculus from an experienced university mathematics professor. You will also learn how to implement all the Precalculus concepts using the Python programming language. https://www.youtube.com/watch?v=Y8oZtFYweTY

Llama 3 implemented in pure NumPy Understand the exact structure with working implementation of the Llama 3 model. https://docs.likejazz.com/llama3.np/

llama3-from-scratch llama3 implementation one matrix multiplication at a time. https://github.com/naklecha/llama3-from-scratch

Replacing pyinstaller with 100 lines of code A tale of how I accidentally stumbled upon some interesting tech over time. https://tushar.lol/post/packaged/

LLM Models and RAG Hands-on Guide This guide is designed for technical teams interested in developing basic conversational AI solutions using Retrieval-Augmented Generation (RAG). https://github.com/zahaby/intro-llm-rag

llama3.np A pure NumPy implementation for Llama 3 model. https://github.com/likejazz/llama3.np

FunClip Open-source, accurate and easy-to-use video speech recognition & clipping tool, LLM based AI clipping intergrated. https://github.com/alibaba-damo-academy/FunClip

Python Hub Weekly Digest for 2024-05-26 https://pythonhub.dev/digest/2024-05-26/

stanford-oval / storm An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations. https://github.com/stanford-oval/storm

MindNLP Easy-to-use and high-performance NLP and LLM framework based on MindSpore, compatible with models and datasets of Huggingface. https://github.com/mindspore-lab/mindnlp

Parsing PNG images in Mojo The post details the author's experience implementing a PNG parser in the Mojo programming language. It covers challenges faced, such as handling unsigned 8-bit integers and converting bytes to strings, while exploring idiomatic ways to write Mojo code for this task. https://fnands.com/blog/2024/mojo-png-parsing/

dvlab-research / MGM Official repo for "Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models" https://github.com/dvlab-research/MGM

How to use Postgres as a simple task queue for Django https://www.youtube.com/watch?v=kNGOcI_qqYo

FastAPI-SaaS-Template A FastAPI template for License and user management for SaaS and on-prem software https://github.com/shekhuverma/FastAPI-SaaS-Template

A first attempt at DSPy Agents from scratch This post is going to take a first pass at creating Agents from scratch, using DSPy. The goal here is education, and to explore how one might build agents from scratch in DSPy. https://learnbybuilding.ai/tutorials/dspy-agents-from-scratch

UXsim Vehicular traffic flow simulator in road network, written in pure Python. https://github.com/toruseo/UXsim

Tezos Blockchain Developer Course – Python Web3 Development Learn how to develop distributed applications on Tezos, from setting up wallets to understanding and managing smart contracts effectively. The course covers various tools and techniques essential for Tezos developers and highlights the community-driven innovations that support the platform's growth. https://www.youtube.com/watch?v=pHQfw1W7V8s

High Impact Python Streamlit: Beautiful Interactive Maps and Charts A step by step modular approach with UNFAO global food insecurity data. https://johnloewen.substack.com/p/high-impact-python-streamlit-beautiful

Is PyGame still alive? https://www.reddit.com/r/Python/comments/1crsktg/is_pygame_still_alive/

Django: Getting a full model instance from a Subquery https://blog.bmispelon.rocks/articles/2024/2024-05-09-django-getting-a-full-model-instance-from-a-subquery.html