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
Google Ads MCP server + Meta Ads MCP (Facebook Ads MCP) + Google Analytics MCP (GA4) + Search Console in one hosted remote MCP for Claude, ChatGPT, Cursor & n8n: OAuth login, no API keys, approval-gated writes, 7-day free trial. By Ryze AI.
Reverse-engineer any video, shot by shot: filmed, AI-generated or coded, and how to remake it. Breakdowns in the open VIDEO.md format. 逆向一切视频,逐个镜头看是拍的、AI 生成的还是代码做的,再告诉你怎么复刻;拆解结果按 VIDEO.md 格式输出。
Open-source AI Security Operations Center: alert fusion, LLM-agent triage, MITRE ATT&CK investigation, and a replayable decision ledger for every agent step. Self-hostable, runs with no API keys, MIT licensed. Ships an MCP server for Claude, Cursor and Continue.
The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
A curated list of roadmaps.
An AI-powered next-generation open source real-time observability system.
💼 A curated list of talks and articles about real world frontend development
Deprecated: Use the official Elasticsearch client for Go at https://github.com/elastic/go-elasticsearch
A reactive caching and data-binding framework. Riverpod makes working with asynchronous code a breeze.
Various Docker Compose examples of selfhosted FOSS and proprietary projects.
Optimize prompts, code, and more with AI-powered Reflective Optimization
Centralized network visibility and continuous asset discovery. Monitor devices, detect change, and stay aware across distributed networks.
- network-security
- selfhosted
- wifi-network
- wifi-security
Animated 3D backgrounds for your website
Backup automation for self-hosters. Built on top of restic
Collect your thoughts and notes without leaving the command line.
- journal
- jrnl
- python
- journal-application
An integrated shell for working with the AWS CLI.
A Python framework for GPU-accelerated simulation, robotics, and machine learning.
- differentiable-programming
- python
- gpu-acceleration
- nvidia
Distributed SQL database in Rust, written as an educational project
Laravel Proxy Package for handling sessions when behind load balancers or other intermediaries.
A local-first desktop workspace for persistent AI teammates. Run Codex, Claude, and Grok with dedicated workspaces, task queues, file sharing, browser control, and agent-to-agent collaboration.
AlaSQL.js - JavaScript SQL database for browser and Node.js. Handles both traditional relational tables and nested JSON data (NoSQL). Export, store, and import data from localStorage, IndexedDB, or Excel.