Popular GitHub Repositories for Solid 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?

A resource repository for 3D machine learning

Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

Fully customizable AI chatbot component for your website

.NET, Angular, Clean Architecture, Clean Code, SOLID Principles, KISS Principle, DRY Principle, Fail Fast Principle, Common Closure Principle, Common Reuse Principle, Acyclic Dependencies Principle, Mediator Pattern, Result Pattern, Folder-by-Feature Structure, Separation of Concerns

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

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

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

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

首个基于LiDAR里程计的六自由度样条递归运动估计器

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

?️ Blueprint-driven Claude Code autopilot. Smart preparation over endless iterations - AI analyzes patterns, creates solid implementation plans, delivers working code in 15 minutes.

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.

Code and models for "Pano3D: A Holistic Benchmark and a Solid Baseline for 360 Depth Estimation", OmniCV Workshop @ CVPR21.

CSGNet: Neural Shape parser for Constructive Solid Geometry

? A collection of generative AI open-source repositories that are actively being developed. If you are looking to build a solid profile and land interview, find the repo you like and start shipping.

Practical and advanced guide to LLMOps. It provides a solid understanding of large language models’ general concepts, deployment techniques, and software engineering practices. (work in progress)

A distribution of EYE reasoner in the JavaScript ecosystem using Webassembly.