Coisini · 个人知识库
这里整理 AI 与大模型、编程、数学、读书笔记和个人思考。内容以学习记录和实践总结为主，适合查阅专题资料，也适合按路线逐步学习。
从这里开始
- **想系统学习大模型：**从一站式 LLM 入门开始，再看LLM 笔记系列。
- **想查编程资料：**浏览开发者速查手册或计算机基础。
- **想补数学基础：**从矩阵笔记进入，继续查看数学专题。
- **想看阅读与思考：**前往读书笔记和思考。
内容导航
| 主题 | 内容 | 适合谁 |
|---|---|---|
| LLM 笔记 | 分基础、训练、推理、前沿与部署的系列学习笔记 | 想系统理解大语言模型的读者 |
| 学习 | AI、通信与信号处理等专题 | 正在补充专业知识的学习者 |
| 码农 | 深度学习、计算机基础、Java 与速查手册 | 开发者与准备面试的读者 |
| 数学 | 矩阵、概率与常用数学工具 | 需要查概念或公式的读者 |
| 读书笔记 · 思考 | 阅读摘记、观点整理与个人随笔 | 对书籍和议题感兴趣的读者 |
关于内容
本站包含个人整理、学习笔记和外部资料摘要。技术内容可能随工具和论文进展而变化；涉及法律等专业领域的文章应结合原始资料及最新规定核对。欢迎从文末参考链接继续阅读。
动态资讯与收藏
以下内容由外部来源定期更新，作为补充阅读和收藏，不代表本站原创文章。
🎯Latest ARTICLES
ARTICLES LIST
📹Latest VIDEOS
GitHub Trending
All language
- 【2026-10-23】Meloong-Git / PCL - Minecraft 启动器 Plain Craft Launcher（PCL）。
- 【2026-10-21】sickn33 / agentic-awesome-skills - AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 2,600+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.
- 【2026-10-19】Kruk2 / jasna - Video restoration tool
- 【2026-10-16】xerj-org / xerj - XERJ is the new way for AI to search data. Its autoindex capability activates agents to know your data without the token waste of grep and sed. One command indexes code, docs, logs and PDFs for search, RAG, security audits and agent memory, using 40x fewer tokens than grep. Elasticsearch compatible, so existing clients just work.
- 【2026-10-14】xtool-org / xtool - Cross-platform Xcode replacement. Build and deploy iOS apps with SwiftPM on Linux, Windows, macOS.
- 【2026-10-09】storytold / artcraft - ArtCraft is an intentional crafting engine for artists, designers, and filmmakers
- 【2026-10-07】morluto / rea - Reverse engineer anything with agents, from app behavior down to native binaries.
- 【2026-10-06】boykopovar / AnyPS5 - Tool for automatic PS5 executables porting to Linux and Windows
- 【2026-10-06】M-Abozaid / esp32-c3-adblock - Pi-hole-class DNS ad-blocker on a $2 ESP32-C3 (no PSRAM): 537k domains as 40-bit FNV-1a hashes in flash, binary-searched. UDP DNS sinkhole + web dashboard. https://youtube.com/shorts/RaxszOUMi8E?feature=share
- 【2026-10-05】tester-army / e2e - Next generation e2e testing framework for web and mobile apps.
- 【2026-10-05】michael-denyer / pstack-claude - Claude Code, Codex, Pi, OpenCode, Gemini, and Prime Agent versions of Poteto's pstack. Rigorous agent workflows with Cursor primitives translated for other harnesses.
- 【2026-10-04】cloudflare / cloudflare-os - Agent workspace built on Cloudflare Workers for creating documents, building apps, and running agents with your company’s context and systems.
- 【2026-10-02】pablostanley / yoinks - yoink any video from your terminal. no shady ads.
- 【2026-10-02】Friedrich-M / UniMate - [SIGGRAPH Asia 2026] UniMate: One Unified Model to Animate Diverse Skeletons
Java
- 【2026-10-22】kksimp / Mac.apk - Mac.apk: Run Android apps natively on Apple Silicon Macs
- 【2026-10-15】bk138 / droidVNC-NG - Android VNC remote desktop server for local networks
- 【2026-10-10】Leclowndu93150 / Thaumaturge -
- 【2026-10-07】lishuangqiang / AI-Meeting - 基于 Spring Boot 3 + Java 17 + Spring AI + MySQL + MongoDB + Redis + SSE/WebSocket，实现 AI 对话、智能体会话、AI 模拟面试、实时语音转写、长文本语音合成等核心功能。架构清晰、文档完整，支持本地运行与 Docker 一键部署，非常适合作为 Spring Boot AI 应用开发、智能体后端设计与简历展示项目。
- 【2026-10-04】aleixrodriala / newtube - SmartTube for phones, unofficial: an open-source YouTube client for Android. Background play, PiP, SponsorBlock, DeArrow, save for offline, code sign-in.
- 【2026-10-04】besu-eth / besu - An enterprise-grade Java-based, Apache 2.0 licensed Ethereum client https://github.com/besu-eth/besu/wiki
Python
- 【2026-10-19】NVlabs / ASPIRE - ASPIRE: Agentic /Skills Discovery for Robotics
- 【2026-10-19】mozilla-ai / otari - Open-source, OpenAI-compatible LLM gateway you run yourself. One endpoint for 40+ providers, with virtual keys, budgets, and usage tracking.
- 【2026-10-18】ScrapeCreators / social-media-research-skills - AI agent skills for social media research. Outlier posts, comment mining, competitor teardowns, ad libraries & trends across TikTok, Instagram, YouTube, Reddit, X, LinkedIn & more. Powered by ScrapeCreators. Works with Claude Code, Cursor, Codex, Gemini CLI.
- 【2026-10-17】elder-plinius / V3R1T4S - liberating known unknowns
- 【2026-10-17】google / artemis - ARTEMIS turns natural-language instructions into reliable Android automation. It automates end-to-end workflows, captures logs, and integrates seamlessly with AI coding assistants such as Antigravity, Codex, and Claude Code. It also achieves 99%+ success rate on AndroidWorld Benchmark.
- 【2026-10-16】ahujasid / mcp-for-blender - Community plugin to control Blender 3D with any LLM of your choice. Not affiliated with the official Blender Foundation.
- 【2026-10-16】ShawnPana / phone-harness - let your agent control your phone
- 【2026-10-15】isair / jarvis - Private local AI assistant for your desktop. Voice and text chat, personal memory, dictation and MCP tools. Runs offline with Ollama or OpenAI-compatible servers on macOS, Windows and Linux.
- 【2026-10-14】baidu / Unlimited-OCR - Unlimited OCR Works: Welcome the Era of One-shot Long-horizon Parsing.
- 【2026-10-12】repowise-dev / repowise - Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.
- 【2026-10-11】BitterSecurity / Decepticon - Autonomous Hacking Agent for Red Team
- 【2026-10-10】Tencent-Hunyuan / Hy-MT2 -
- 【2026-10-10】headroomlabs-ai / headroom - Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
- 【2026-10-09】abrignoni / ALEAPP - Android Logs Events And Protobuf Parser
- 【2026-10-09】CursorTouch / Windows-MCP - MCP Server for Computer Use in Windows
- 【2026-10-08】MDX-Tom / gpt-instruct - A Codex jailbreak prompt and test pack for gpt. 针对 gpt 系列的 Codex 破甲提示词与测试包。
- 【2026-10-06】achillean / shodan-python - The official Python library for Shodan
- 【2026-10-06】VictorTaelin / OptMem - Permanent memory for AI agents. A 426-token prompt, a script, plug and play.
- 【2026-10-02】hashgraph-online / awesome-codex-plugins - A curated list of awesome OpenAI Codex / ChatGPT plugins, skills, and resources. The #1 Codex Marketplace. See live plugins at: https://hol.org/plugins/best-codex-plugins
- 【2026-10-01】ifixai-ai / iFixAi - Independent Auditing of AI Agents. Run by human or the agent itself, to answer the most crucial question in the AI Agent Economy. Is the agent doing what is supposed to do? With iFixAi you can have this answer in less than 120 seconds.
- 【2026-10-01】Mafifrizi / ARES - ARES - authorized red-team engagement automation with dashboard, campaign scope, module orchestration, OPSEC controls, encrypted vault, and reporting.
- 【2026-10-01】qbittorrent / search-plugins - Search plugins for qBittorrent search feature
Matlab
- 【2026-10-19】mohammadrezwankhan / matlab-simulink-energy-lab - Open, runnable MATLAB & Simulink reference models for lithium-ion batteries, SOC EKF, thermal management, power converters, and grid-forming/grid-following BESS control—with reproducible checks.
Markdown
- 【2026-10-19】lk-geimfari / awesomo - Cool open source projects. Choose your project and get involved in Open Source development now.
- 【2026-10-18】raphamorim / awesome-canvas - A curated list of awesome HTML5 Canvas with examples, related articles and posts.
Jupyter-notebook
- 【2026-10-20】nebius / token-factory-cookbook -
- 【2026-10-19】leandromoreira / digital_video_introduction - A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸
- 【2026-10-14】datawhalechina / every-embodied - 仅需Python基础，从0构建自己的具身智能机器人；从0逐步构建VLA/OpenVLA/SmolVLA/Pi0， 深入理解具身智能
- 【2026-10-13】onestardao / WFGY - WFGY is heading toward WFGY 5.0 Polaris Protocol, a major open-source release for AI reasoning, RAG, agents, and real-world workflows. Includes Problem Map, Global Debug Card, WFGY 4.0, and the CFV Easter Egg.
- 【2026-10-13】intel / AI-PC-Samples -
- 【2026-10-13】gpu-mode / Triton-Puzzles - Puzzles for learning Triton
- 【2026-10-11】ShuhongLL / SGS-SLAM - [ECCV 2024] SGS-SLAM: Semantic Gaussian Splatting For Neural Dense SLAM
- 【2026-10-10】FinanceFlash / unvibecode - Complex code hides connections, workflows, and business risks.Unvibe complex code. Trace business workflows.
- 【2026-10-06】harshuljain13 / llm-inference-at-scale - A Practitioner handbook for production llm serving.
- 【2026-10-05】google-deepmind / tapnet - Tracking Any Point (TAP)
C
- 【2026-10-18】shardulvs / xnotes-android - A handwriting notes and sketching app for Android with stylus support
- 【2026-10-17】timescale / pg_vectorsearch - High-performance vector search for PostgreSQL
- 【2026-10-16】KernelSU-Next / KernelSU-Next - An advanced Kernel based root solution for Android
- 【2026-10-14】rogerbinns / apsw - Another Python SQLite wrapper
- 【2026-10-13】mbm110 / MSN-GUARD - High-performance Rust-powered Android VPN — Full-device tunneling via SHARD (Custom Protocol), MASQUE/HTTP-3, WireGuard, WARP-on-WARP, Psiphon, and Tor.
- 【2026-10-12】tarwin / tinyjsapp - Build native apps in JS. Backend, frontend. ~5Mb.
- 【2026-10-12】sp00nznet / xboxrecomp - Turn any Xbox game binary into a native Windows executable. No emulation. No interpreter. Just raw, recompiled C.
- 【2026-10-03】martanne / vis - A vi-like editor based on Plan 9's structural regular expressions
- 【2026-10-02】FoloToy / ai-passport - FOLOTOY AI Passport develop resources for Agent
- 【2026-10-01】itsPLK / ps5-payload-manager - A modern, web-based dashboard to easily manage, import, and automatically load payloads on your PS5.
Unknown
- 【2026-10-23】xdash / FDE-the-Guidance-Book-of-Forward-Deployed-Engineer - FDE（前沿部署工程师）从零入门指南（基于范冰《增长黑客》原书框架）
- 【2026-10-19】piomin / claude-ai-spring-boot - Claude Code template for Spring Boot and other staff (included in the tags)
- 【2026-10-19】togg53192-cmd / jailbreaks - LIST OF ALL MY JAILBREAKS
- 【2026-10-19】wtsxDev / reverse-engineering - List of awesome reverse engineering resources
- 【2026-10-17】ai-for-developers / awesome-ai-coding-tools - A curated list of AI-powered coding tools
- 【2026-10-12】lobehub / awesome-rsi - A curated research map of Recursive Self-Improvement (RSI): models, agents, harnesses, embodied systems, automated AI R&D, benchmarks, and safety.
- 【2026-10-05】MobileGL-Dev / MobileGlues-release - MobileGlues, which stands for "(on) Mobile, GL uses ES", is a GL implementation running on top of host OpenGL ES 3.2, with running Minecraft Java Edition in mind.
- 【2026-10-03】LLMSecurity / awesome-agent-skills-security - 🛡️ A curated list of resources on agent skills security: attacks, defenses, frameworks, and benchmarks for securing AI agent tool use and skill ecosystems
- 【2026-10-02】digitalinnovationone / dio-agent - Agente de IA criado pela DIO para apoiar seus estudos.
- 【2026-10-01】runelite / plugin-hub - External plugins for RuneLite
Go
- 【2026-10-19】heartleo / zlib - A command-line tool for Z-Library. Search, download, send to Kindle, and integrate with AI agents.
- 【2026-10-19】alvinunreal / lazyskills - mission control for agent skills
- 【2026-10-19】Mag1cFall / AIStudio2API - 将AI Studio Playground和Build反代成API | AI Studio to OpenAI, Anthropic & Gemini Compatible API
- 【2026-10-18】ygelfand / echolocal - Turn an Amazon Echo Dot or Echo Show into a fully local Home Assistant voice satellite, media player, display and Bluetooth proxy. No Amazon, no cloud.
- 【2026-10-17】tristenlammi / Arrmada - arrrrrrrr
- 【2026-10-17】jasonxu114514 / opencode2api - A Go-based OpenCode Zen / Zen Go API proxy with OpenAI & Anthropic API compatibility, key/proxy pooling, automatic routing, and WebUI.
- 【2026-10-17】GoogleCloudPlatform / scion -
- 【2026-10-15】razorpay / slashdocs - Give your agents the power to publish reviewable HTML documents. Self-hosted server + CLI + remote MCP; agents push, humans review with comments and versions.
- 【2026-10-15】google / agentmesh - Agent Mesh
- 【2026-10-15】Christ9038 / Ydisks-Xianyu-Helper - 闲鱼多账号自动发货、消息回复系统——基于 Go 与 React 构建
- 【2026-10-14】rasonyang / ai-native-callcenter - Self-hosted, API-first AI call center. Realtime voice bots answer every call, human agents take over without a drop. Full REST + SSE API with OpenAPI spec to embed in your product. FreeSWITCH + OpenAI Realtime / Qwen, one Go binary.
- 【2026-10-13】Bennettxai / FounderOS - An open-source, single-operator business command center: run a one-person operated company as AI-assisted departments (comms, funnel, social, finances, agents, and a knowledge graph) from one live dashboard.
- 【2026-10-13】HEXUXIU / M365-Copilot2API - Microsoft 365 Copilot → OpenAI / Anthropic 兼容 API 网关。
- 【2026-10-11】Autumn-27 / ScopeSentry - ScopeSentry-Cyberspace mapping, subdomain enumeration, port scanning, sensitive information discovery, vulnerability scanning, distributed nodes
- 【2026-10-10】Agent-Field / CodeAF - Open-Source Software factory for Open Models
- 【2026-10-06】stripe / stripe-cli - A command-line tool for Stripe
- 【2026-10-06】vavallee / bindery - Automated book download manager for Usenet. Monitor authors, search indexers, download via SABnzbd, and organize your library. The modern replacement for Readarr.
- 【2026-10-05】ys-ll / uniterm - A lightweight all-in-one terminal with 30+ protocols — SSH, RDP, SFTP, databases, Kubernetes and more. With a built-in autonomous AI Agent that plans and runs multi-turn shell commands.
- 【2026-10-04】Autumn-27 / ARTEX - AI 自主渗透测试系统 | 百度“agent+”攻防挑战赛冠军项目
C++
- 【2026-10-23】google-pytorch / torch_tpu -
- 【2026-10-21】0x23 / MicroManipulatorStepper - A sub-micrometer 3D motion control plattform.
- 【2026-10-21】iliasHDZ / Bismuth - Optimization mod for Geometry Dash
- 【2026-10-21】zufuliu / notepad4 - Notepad4 (Notepad2⨯2, Notepad2++) is a light-weight Scintilla based text editor for Windows with syntax highlighting, code folding, auto-completion and API list for many programming languages and documents, bundled with file browser plugin matepath.
- 【2026-10-19】mzzvxm / LARecomp -
- 【2026-10-17】zeldaret / botw - Decompilation of The Legend of Zelda: Breath of the Wild (Switch 1.5.0)
- 【2026-10-17】LittleBitUA / DownpourRecomp - Silent Hill: Downpour — native Windows PC port via static recompilation of the Xbox 360 binary. v1.0 stable: 60 FPS unlocked, ROV warm-cache, standalone launcher, DualSense adaptive triggers, portable saves. Tested on USA + Europe X360 dumps.
- 【2026-10-16】Flare-Animate / Flare - Flare - A Familiar, Open Source Animation Suite. Forked from OpenToonz.
- 【2026-10-13】vittorioromeo / quakevr - Quake VR mod supporting room-scale movement, hand interactions, melee attacks, and much more.
- 【2026-10-09】facebook / rebalancer - Rebalancer is a domain-specific language and tool for specifying and solving assignment problems (eg, putting balls in boxes with complex rules).
- 【2026-10-09】SethRobinson / Patchy - Open-source image editor focused on PSD compatibility and workflows familiar to Adobe Photoshop users.
- 【2026-10-08】Confetti3 / SF4-Ember-Netplay - Private rollback rooms and a controller-first overlay for Ultra Street Fighter IV. An unofficial experimental port of Anthony Danducci's sf4e.
- 【2026-10-05】noctalia-dev / umbriel - An independent compositor with scrolling, dwindle and master layouts, blur, shadows, and fluid animations.
- 【2026-10-05】kvoltmer / Audionaut - Audionaut professional audio editing and audio recording
- 【2026-10-05】ecruells / resident-evil-pc-decomp - Resident Evil 1 PC Port Decomp
- 【2026-10-02】YesterMester / TheSimpsonsGameRecomp - A work in progress recomp of the The Simpsons Game 2007 from the Xbox 360 using the RexXGlue recomping tool to get the game running
HTML
Javascript
- 【2026-10-22】NomaDamas / CozyClay - Open source previs software in the browser: block a scene, pose characters, author camera moves and cuts, then take the same shots to an AI video model.
- 【2026-10-22】xmanrui / dsh-im - 通过扫码或机器人凭据把IM机器人接入DeepSeek Harness（支持飞书、微信、钉钉、企业微信、QQ、Slack、Telegram、Discord和WhatsApp）。 Connect IM bots to DeepSeek Harness via QR code or credentials (9 channels).
- 【2026-10-22】shaobeichen / dsh-pocket - 把 DeepSeek Harness 装进你的口袋：电脑上跑 dsh web，手机扫码即同步访问（局域网 + 公网，实时同屏）Put DeepSeek Harness in your pocket: run dsh web on your computer and access it synchronously by scanning a QR code on your phone (LAN + public network, real‑time screen mirroring)
- 【2026-10-20】YuJunZhiXue / dsh-purge - DeepSeek Harness 破甲：让所有模型都能破甲，不同模型可换不同提示词；默认提示词面向国模「小码酱」。Jailbreak for every model — swap prompts per model. 求 Star 收藏 ⭐ 如要二开，请查看署名要求部分
- 【2026-10-20】flizzywine / dsh-tavern - 基于DSH的Agent酒馆。类酒馆文字游戏Agent。兼容SillyTavern生态，人物卡直接导入就能玩。更快、更稳、更鲜活。所有模型都能用。手机也能玩。
- 【2026-10-17】superdesigndev / superdesign-skill - The design skill for Claude Code, Cursor and any coding agent. Stop shipping AI-slop UI: turn it into shippable, tasteful frontend. Install: npx skills add superdesigndev/superdesign-skill. Powered by superdesign.dev
- 【2026-10-10】chuspeeism / dashi-taskboard - 现代化可灵活嵌入的任务面板，支持 Codex、DeepSeek Harness
- 【2026-10-10】chaolucky18 / xuexitongScript - 学习通自动刷课脚本
- 【2026-10-08】MiaAI-Lab / sparkDash - sparkDash ⚡ — Multi-DGX Spark Monitoring Dashboard
- 【2026-10-07】eolix / photosuite - A desktop image editor, faithful to classic Adobe Photoshop, with native PSD/PSB compatibility
- 【2026-10-06】laoma528 / awesome-zhuiju-free - 免费无广告的追剧资源指南，人工精选资源、每天检测资源有效性。收录在线影视、影视APP、网盘搜索、磁力BT、字幕、TVBox / 影视仓空壳软件/配置地址、IPTV直播源、会员拼团、影视相关开源项目。开源，社区共同维护。
- 【2026-10-06】sebattfg / ZeroScript-Free - ZeroScript Free: Turn ChatGPT, DeepSeek, Gemini, Kimi, GLM, Qwen, Arena or Meta AI into a Roblox Studio agent. Browser extension + local bridge. Read/edit scripts, run Luau, generate assets, all from chat. Robust agentic loop. No terminal needed.
- 【2026-10-01】WesselKroos / youtube-ambilight - This browser extension adds ambient light to YouTube videos
- 【2026-10-01】mokshablr / gander - Take a gander at any file. Offline, zero-permission Android viewer for PDF, Word, Excel, PowerPoint, photos, video, audio, Markdown and code.
- 【2026-10-01】xiufengsun / TokenTracker - Local-first AI token usage & cost tracker for 31 coding tools incl. Claude Code, Codex, Cursor, Gemini & DeepSeek Harness—with native apps. Never reads prompts.
- 【2026-10-01】Fei-Away / Codex-Dream-Skin - Codex Dream Skin
Html
- 【2026-10-23】MengTo / threeui - Open-source ThreeUI Community catalog with live interactive components and complete Community source.
- 【2026-10-18】55gms / 55GMS - Your gateway to unblocked games and websites using our fast web proxy!
- 【2026-10-15】OCA / reporting-engine - Odoo Alternative Reporting Engine
- 【2026-10-12】SamidyFR / Game-Decompilations - List of Game Decompilations i could gather from around the internet.
- 【2026-10-12】vpnfast / vpnfast.github.io - 2026年科学上网最稳翻墙软件，几款中国好用的VPN推荐
- 【2026-10-10】EricTechPro / super-board - Autonomous GitHub Project build → QA → review loop for Claude Code. One-line install.
- 【2026-10-04】gn-math / html - used for statistics https://data.jsdelivr.com/v1/stats/packages/gh/gn-math/html@main/files?period=year
- 【2026-10-03】phishdestroy / destroylist - Real-time phishing & scam domain blocklist - 205k+ curated threats, 1M+ community, free API, multiple formats
Css
- 【2026-10-22】Napster2210 / ngx-spinner - Highly customizable Angular loading spinner library with 50+ animations, multiple named spinners, an optional HTTP interceptor for automatic show/hide, MatDialog-safe fullscreen overlays via the Popover API, and one-command ng add setup. Supports Angular 4–22, standalone & NgModule apps.
- 【2026-10-18】jerrykuku / luci-theme-argon - Argon is a clean and tidy OpenWrt LuCI theme that allows users to customize their login interface with images or videos. It also supports automatic and manual switching between light and dark modes.
- 【2026-10-18】prakhar1989 / docker-curriculum - 🐬 A comprehensive tutorial on getting started with Docker!
- 【2026-10-03】noctalia-dev / community-templates - Community templates
- 【2026-10-02】bwhtech / commera - Open Source E-commerce Platform, powered by ERPNext