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

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

UXsim

Vehicular traffic flow simulator in road network, written in pure Python.

https://github.com/toruseo/UXsim

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

FastAPI-SaaS-Template

A FastAPI template for License and user management for SaaS and on-prem software

https://github.com/shekhuverma/FastAPI-SaaS-Template

dvlab-research / MGM

Official repo for "Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models"

https://github.com/dvlab-research/MGM

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/

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

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

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

llama3.np

A pure NumPy implementation for Llama 3 model.

https://github.com/likejazz/llama3.np

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

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/

llama3-from-scratch

llama3 implementation one matrix multiplication at a time.

https://github.com/naklecha/llama3-from-scratch

Llama 3 implemented in pure NumPy

Understand the exact structure with working implementation of the Llama 3 model.

https://docs.likejazz.com/llama3.np/

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

A Beginner's Guide to Unit Testing with Pytest

In this guide, we will explore the core principles of unit testing, delve into Pytest's powerful capabilities, and equip you with the knowledge and skills to write clean, maintainable, and effective tests.

https://betterstack.com/community/guides/testing/pytest-guide/