Popular GitHub Repositories for Principles

What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?

This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and beyond.

A comprehensive library for machine learning and numerical computing. Apply Machine Learning with Rust leveraging first principles.

ML algorithms implemented and derived from first-principles in Jupyter Notebooks and NumPy

A Claude Code hook that enforces Test-Driven Development principles by monitoring agent actions in real-time and blocking violations before they occur

Анализ трафика на круговом движении с использованием компьютерного зрения

Materials Learning Algorithms. A framework for machine learning materials properties from first-principles data.

A curated list of awesome academic research, books, code of ethics, data sets, institutes, maturity models, newsletters, principles, podcasts, reports, tools, regulations and standards related to Responsible, Trustworthy, and Human-Centered AI.

An Education Tutoring Chatbot based on Learning Science Principles powered by Large Language Models

We'll look into audio categorization using deep learning principles like Artificial Neural Networks (ANN), 1D Convolutional Neural Networks (CNN1D), and CNN2D in this repository. We undertake some basic data preprocessing and feature extraction on audio sources before developing models. As a result, the accuracy, training time, and prediction time of each model are compared. This is explained by model deployment, which allows users to load the desired sound output for each model that is successfully deployed, as will be addressed in more depth later.

Responsible AI Workshop: a series of tutorials & walkthroughs to illustrate how put responsible AI into practice

Materials for the course Principles of AI: LLMs at UPenn (Stat 9911, Spring 2025). LLM architectures, training paradigms (pre- and post-training, alignment), test-time computation, reasoning, safety and robustness (jailbreaking, oversight, uncertainty), representations, interpretability (circuits), etc.

A scalable E-Commerce Microservices

A secure, real-time platform for video consultations, AI insights, chat, notifications, appointment bookings, and file uploads with seamless payment integration and build using clean architecture and solid princliples

Alpha principles for the ethical use of AI and Data Driven Technologies in Ontario | Proposition de principes pour une utilisation éthique des technologies axées sur les données en Ontario

Robust Principles: Architectural Design Principles for Adversarially Robust CNNs

Prescriptive guidance for building, deploying, and monitoring machine learning models with Azure Databricks using containers in line with MLOps principles and practices.

Chatbot Para Facebook Feito em PHP OO

DDN: A novel generative model with simple principles and unique properties. (ICLR 2025)

Generate specialized AI agents using first principles thinking.