TranslatedOpen-source manuscript of 《深入理解 AI Infra:量化分析与系统设计》 (In-Depth Understanding of AI Infra: Quantitative Analysis and System Design), by 李博杰 (Li Bojie): starting from hardware constraints and model architecture, it quantitatively derives the system design of LLM inference and training. Includes the full text of the book, a PDF, and companion calculation tools and experiments
- accelerator
- ai-infra
- ai-infrastructure
- book
Roadmap to becoming an iOS developer in 2018.
- swift
- ios
- objective-c
- architecture
An Open-Source Collection of Flash Cards to Help You Preparing Your Algorithms & Data Structures and System Design Interviews 💯
Angrave's Crowd-Sourced System Programming Book used at UIUC
Awesome Vulkan ecosystem
- vulkan-api
- vulkan-libraries
- opengl
- nvidia
🧱 The software design and architecture roadmap for any developer
Tutorial material on the scientific Python ecosystem
Embedded Template Library
- c-plus-plus
- embedded-applications
- cpp
- templates
💎 A collection of awesome training series, articles, videos, books, courses, sample projects, and tools for Microservices in .NET
Sample .NET Core REST API CQRS implementation with raw SQL and DDD using Clean Architecture.
- ddd
- ddd-example
- cqrs
- cqrs-simple
A directory and analysis of the open source ecosystem in the areas of climate change, sustainable energy, biodiversity and natural resources. https://docs.getgrist.com/doc/gSscJkc5Rb1Rw45gh1o1Yc
- sustainability
- photovoltaic
- energy-consumption
- energy
🔊 Awesome list for Whisper — an open-source AI-powered speech recognition system developed by OpenAI
A Systematic Analysis and Discussion of Claude Code for Designing Today's and Future AI Agent Systems
A curated list of resources related to Industrial Control System (ICS) security.
Build a system, load it until it breaks, and watch why. A system design simulator for learning distributed systems.
Very simplified insurance sales system made in a microservices architecture using .NET Core
A selection of state-of-the-art research materials on trajectory prediction
- trajectory-prediction
- trajectory-generation
- social-interactions
- behavior-prediction
A collection of research materials on explainable AI/ML
- interpretable-ai
- explainable-ai
- interpretability
- explanation-system
A 100-day challenge exploring IoT and embedded systems using ESP32, ESP8266, and Raspberry Pi Pico with MicroPython. Each day covers a new sensor or module with complete code, circuit diagram, and explanation.
List of Elixir books
- programming-elixir
- elixir
- programming-erlang
- erlang
📗 How to write cross-platform Node.js code
A list of resources on all things to do with Design Tokens
Tools and packages that are used for countering forensic activities, including encryption, steganography, and anything that modify attributes. This all includes tools to work with anything in general that makes changes to a system for the purposes of hiding information.
A curated research map of Recursive Self-Improvement (RSI): models, agents, harnesses, embodied systems, automated AI R&D, benchmarks, and safety.