├── .env.sample ├── .eslintrc.json ├── .github └── workflows │ ├── content-check.yml │ ├── deploy.yml │ └── sync-uuid.yml ├── .gitignore ├── .husky └── pre-commit ├── .prettierignore ├── .prettierrc ├── AGENT.md ├── CONTRIBUTING.md ├── LICENSE ├── LLM.md ├── README.en.md ├── README.md ├── SECURITY.md ├── app ├── api │ ├── auth │ │ └── [...nextauth] │ │ │ ├── README.md │ │ │ └── route.ts │ ├── chat │ │ └── route.ts │ ├── docs-tree │ │ └── route.ts │ └── indexnow │ │ └── route.ts ├── components │ ├── ActivityTicker.tsx │ ├── BrandMark.tsx │ ├── Community.tsx │ ├── Contribute.module.css │ ├── Contribute.tsx │ ├── Contributors.tsx │ ├── DocsAssistant.tsx │ ├── EditOnGithub.tsx │ ├── Features.tsx │ ├── Footer.tsx │ ├── GiscusComments.tsx │ ├── Header.tsx │ ├── Hero.tsx │ ├── HoverCard.tsx │ ├── LicenseNotice.tsx │ ├── RouteFlags.tsx │ ├── SignInButton.tsx │ ├── ThemeProvider.tsx │ ├── ThemeToggle.tsx │ ├── UserMenu.tsx │ ├── ZoteroFeed.tsx │ ├── ZoteroFeedLazy.tsx │ ├── assistant-ui │ │ ├── SettingsButton.tsx │ │ ├── SettingsDialog.tsx │ │ ├── assistant-modal.tsx │ │ ├── attachment.tsx │ │ ├── markdown-text.tsx │ │ ├── thread.tsx │ │ ├── tool-fallback.tsx │ │ └── tooltip-icon-button.tsx │ ├── icons │ │ └── Github.tsx │ └── ui │ │ ├── avatar.tsx │ │ ├── button.tsx │ │ ├── checkbox.tsx │ │ ├── dialog.tsx │ │ ├── label.tsx │ │ ├── radio-group.tsx │ │ └── tooltip.tsx ├── docs │ ├── CommunityShare │ │ ├── Amazing-AI-Tools │ │ │ ├── index.md │ │ │ └── perplexity-comet.md │ │ ├── Geek │ │ │ ├── CommonUsedMarkdown.assets │ │ │ │ └── testpic1.jpg │ │ │ ├── CommonUsedMarkdown.md │ │ │ ├── Katex │ │ │ │ ├── Seb1.mdx │ │ │ │ ├── Seb2.mdx │ │ │ │ └── index.mdx │ │ │ ├── cloudflare-r2-sharex-free-image-hosting.mdx │ │ │ ├── git101.mdx │ │ │ ├── index.mdx │ │ │ ├── picturecdn.mdx │ │ │ ├── raspberry-guide.md │ │ │ └── swanlab.mdx │ │ ├── Language │ │ │ └── pte-intro.md │ │ ├── Leetcode │ │ │ ├── 1004_translated.md │ │ │ ├── 1234. 替换子串得到平衡字符串_translated.md │ │ │ ├── 1653. 使字符串平衡的最少删除次数_translated.md │ │ │ ├── 1828统计一个圆中点的数目_translated.md │ │ │ ├── 2241. Design an ATM Machine.md │ │ │ ├── 2270. Number of Ways to Split Array.md │ │ │ ├── 2293_translated.md │ │ │ ├── 2299强密码检验器II_translated.md │ │ │ ├── 2309兼具大小写的最好英文字母_translated.md │ │ │ ├── 2335. 装满杯子需要的最短总时长_translated.md │ │ │ ├── 2679.矩阵中的和_translated.md │ │ │ ├── 345. 反转字符串中的元音字母_translated.md │ │ │ ├── 46.全排列.md │ │ │ ├── 538.把二叉搜索树转换为累加树_translated.md │ │ │ ├── 80_translated.md │ │ │ ├── 9021_TUT_3_25T1.md │ │ │ ├── 93复原Ip地址.md │ │ │ ├── Counting Stars-Inter-Uni Programming Contest.md │ │ │ ├── [121]买卖股票的最佳时期_translated.md │ │ │ ├── [1333]餐厅过滤器_translated.md │ │ │ ├── [213]打家劫舍 II_translated.md │ │ │ ├── brief_alternate 作业帮忙_translated.md │ │ │ └── 剑指 Offer II 021. 删除链表的倒数第 n 个结点_translated.md │ │ ├── Life │ │ │ └── unsw-student-benefit.md │ │ ├── MentalHealth │ │ │ ├── burnout-guide.mdx │ │ │ └── index.mdx │ │ ├── Personal-Study-Notes │ │ │ └── Reinforcement-Learning │ │ │ │ └── ppo.md │ │ ├── RAG │ │ │ ├── context_engineering_intro.md │ │ │ ├── embedding.mdx │ │ │ └── rag.mdx │ │ └── index.mdx │ ├── [...slug] │ │ └── page.tsx │ ├── ai │ │ ├── Introduction-of-Multi-agents-system │ │ │ └── introduction_of_multi-agents_system.md │ │ ├── MoE │ │ │ ├── MOE-intro.assets │ │ │ │ ├── img-20250920112106486.png │ │ │ │ ├── img-20250920112106518.png │ │ │ │ ├── img-20250920112106554.png │ │ │ │ └── img-20250920112106588.png │ │ │ ├── MOE-intro.md │ │ │ └── moe-update.md │ │ ├── Multi-agents-system-on-Code-Translation │ │ │ └── code-translation-intro.mdx │ │ ├── agents-todo │ │ │ ├── agent-ecosystem.mdx │ │ │ └── cs294-194-196 │ │ │ │ └── index.mdx │ │ ├── ai-math-basics │ │ │ ├── calculus-optimization │ │ │ │ └── index.mdx │ │ │ ├── information-theory │ │ │ │ └── index.mdx │ │ │ ├── linear-algebra │ │ │ │ ├── index.mdx │ │ │ │ └── resources │ │ │ │ │ └── index.mdx │ │ │ ├── math-foundations.mdx │ │ │ ├── math_books.md │ │ │ ├── numerical-analysis │ │ │ │ └── index.mdx │ │ │ └── probability-statistics │ │ │ │ ├── index.mdx │ │ │ │ └── resources │ │ │ │ └── index.mdx │ │ ├── compute-platforms │ │ │ ├── compute-platforms-handbook.mdx │ │ │ └── model-compuational-resource-demand.md │ │ ├── foundation-models │ │ │ ├── datasets │ │ │ │ └── index.mdx │ │ │ ├── deploy-infer │ │ │ │ └── index.mdx │ │ │ ├── evaluation │ │ │ │ └── index.mdx │ │ │ ├── finetune │ │ │ │ └── index.mdx │ │ │ ├── foundation-models-lifecycle.mdx │ │ │ ├── qkv-interview │ │ │ │ └── index.mdx │ │ │ └── training │ │ │ │ └── index.mdx │ │ ├── generative-todo │ │ │ └── generative-models-plan.mdx │ │ ├── index.mdx │ │ ├── llm-basics │ │ │ ├── courses │ │ │ │ └── index.mdx │ │ │ ├── cuda │ │ │ │ └── index.mdx │ │ │ ├── deep-learning │ │ │ │ ├── d2l │ │ │ │ │ └── index.mdx │ │ │ │ ├── index.mdx │ │ │ │ ├── misc │ │ │ │ │ └── index.mdx │ │ │ │ └── nlp │ │ │ │ │ └── index.mdx │ │ │ ├── embeddings │ │ │ │ ├── index.mdx │ │ │ │ └── qwen3-embedding │ │ │ │ │ └── index.mdx │ │ │ ├── llm-foundations.mdx │ │ │ ├── pytorch │ │ │ │ ├── index.assets │ │ │ │ │ ├── word-img-01.png │ │ │ │ │ └── word-img-02.png │ │ │ │ └── index.mdx │ │ │ └── transformer │ │ │ │ ├── ai-by-hand │ │ │ │ └── index.mdx │ │ │ │ └── index.mdx │ │ ├── methodology │ │ │ └── research-methodology.mdx │ │ ├── misc-tools │ │ │ └── learning-toolkit.mdx │ │ ├── model-datasets-platforms │ │ │ └── platform-and-datasets.mdx │ │ ├── multimodal │ │ │ ├── RQVAE │ │ │ │ ├── index.assets │ │ │ │ │ └── 2.png │ │ │ │ └── index.mdx │ │ │ ├── VAE │ │ │ │ ├── index.assets │ │ │ │ │ ├── v2-61521005c5a8213b60bf362f9c25c22f_1440w.png │ │ │ │ │ ├── v2-643d5ffb4aa480808bc9c82a55450a80_r.png │ │ │ │ │ ├── v2-92a9061e7079089b75c37650943c6f25_1440w.png │ │ │ │ │ ├── v2-97e09bd511a1fb0c3240fa717ce235d2_1440w.png │ │ │ │ │ ├── v2-dda0855d2d3e00e786956a827b1c5f26_1440w.png │ │ │ │ │ └── v2-df06f2d1471615dae76b1e09488091b5_r.png │ │ │ │ └── index.mdx │ │ │ ├── VQVAE │ │ │ │ ├── index.assets │ │ │ │ │ └── 1.png │ │ │ │ └── index.mdx │ │ │ ├── courses │ │ │ │ └── index.mdx │ │ │ ├── llava │ │ │ │ ├── index.assets │ │ │ │ │ ├── word-img-03.png │ │ │ │ │ ├── word-img-04.png │ │ │ │ │ └── word-img-05.png │ │ │ │ └── index.mdx │ │ │ ├── mllm │ │ │ │ └── index.mdx │ │ │ ├── multimodal-overview.mdx │ │ │ ├── qwenvl │ │ │ │ └── index.mdx │ │ │ ├── video-mm-todo │ │ │ │ └── index.mdx │ │ │ └── vit │ │ │ │ └── index.mdx │ │ ├── recommender-systems │ │ │ ├── recommender-roadmap.mdx │ │ │ ├── wangshusen_recommend_crossing.mdx │ │ │ ├── wangshusen_recommend_note │ │ │ │ ├── images │ │ │ │ │ ├── 3-1-1.png │ │ │ │ │ ├── 3-1-2.png │ │ │ │ │ ├── 3-2-1.png │ │ │ │ │ ├── 3-2-2.png │ │ │ │ │ ├── 3-2-3.png │ │ │ │ │ ├── 3-4-1.png │ │ │ │ │ ├── 3-4-2.png │ │ │ │ │ ├── 3-4-3.png │ │ │ │ │ ├── 3-5-1.png │ │ │ │ │ ├── 3-6-1.png │ │ │ │ │ ├── 3-6-2.png │ │ │ │ │ ├── 3-6-3.png │ │ │ │ │ ├── 3-6-4.png │ │ │ │ │ ├── 4-1-1.png │ │ │ │ │ ├── 4-2-1.png │ │ │ │ │ ├── 4-2-2.png │ │ │ │ │ ├── 4-2-3.png │ │ │ │ │ ├── 4-2-4.png │ │ │ │ │ ├── 4-2-5.png │ │ │ │ │ ├── 4-2-6.png │ │ │ │ │ ├── 4-3-1.png │ │ │ │ │ ├── 4-3-2.png │ │ │ │ │ ├── 4-4-1.png │ │ │ │ │ ├── 4-4-2.png │ │ │ │ │ ├── 4-4-3.png │ │ │ │ │ ├── 4-4-4.png │ │ │ │ │ ├── 4-4-5.png │ │ │ │ │ ├── 4-4-6.png │ │ │ │ │ ├── 4-4-7.png │ │ │ │ │ ├── 5-1-1.png │ │ │ │ │ ├── 5-1-2.png │ │ │ │ │ ├── 5-2-1.png │ │ │ │ │ ├── 5-2-2.png │ │ │ │ │ ├── 5-3-1.png │ │ │ │ │ ├── 6-1-1.png │ │ │ │ │ ├── 6-1-2.png │ │ │ │ │ ├── 6-1-3.png │ │ │ │ │ ├── 6-1-4.png │ │ │ │ │ ├── 6-1-5.png │ │ │ │ │ ├── 6-2-1.png │ │ │ │ │ ├── 6-2-2.png │ │ │ │ │ ├── 6-4-1.png │ │ │ │ │ ├── 6-4-2.png │ │ │ │ │ ├── 6-4-3.png │ │ │ │ │ ├── 6-4-4.png │ │ │ │ │ ├── 6-4-5.png │ │ │ │ │ ├── 6-5-1.png │ │ │ │ │ ├── 7-3-1.png │ │ │ │ │ ├── 7-3-2.png │ │ │ │ │ ├── 7-3-3.png │ │ │ │ │ ├── 7-4-1.png │ │ │ │ │ ├── 7-4-2.png │ │ │ │ │ ├── 7-4-3.png │ │ │ │ │ ├── 7-4-4.png │ │ │ │ │ ├── 7-5-1.png │ │ │ │ │ ├── 7-5-2.png │ │ │ │ │ ├── 7-6-1.png │ │ │ │ │ ├── 7-6-2.png │ │ │ │ │ ├── 7-6-3.png │ │ │ │ │ ├── 7-6-4.png │ │ │ │ │ ├── 7-6-5.png │ │ │ │ │ ├── 8-2-1.png │ │ │ │ │ ├── 8-3-1.png │ │ │ │ │ ├── 8-3-2.png │ │ │ │ │ ├── 8-3-3.png │ │ │ │ │ ├── 8-3-4.png │ │ │ │ │ └── 8-3-5.png │ │ │ │ ├── wangshusen_recommend_note_retrieval.assets │ │ │ │ │ ├── 2-10-1.png │ │ │ │ │ ├── 2-10-2.png │ │ │ │ │ ├── 2-10-3.png │ │ │ │ │ ├── 2-10-4.png │ │ │ │ │ ├── 2-10-5.png │ │ │ │ │ ├── 2-10-6.png │ │ │ │ │ ├── 2-10-7.png │ │ │ │ │ ├── 2-10-8.png │ │ │ │ │ ├── 2-12-1.png │ │ │ │ │ ├── 2-12-2.png │ │ │ │ │ ├── 2-12-3.png │ │ │ │ │ ├── 2-4-1.png │ │ │ │ │ ├── 2-5-1.png │ │ │ │ │ ├── 2-5-2.png │ │ │ │ │ ├── 2-5-3.png │ │ │ │ │ ├── 2-5-4.png │ │ │ │ │ ├── 2-5-5.png │ │ │ │ │ ├── 2-6-1.png │ │ │ │ │ ├── 2-6-2.png │ │ │ │ │ ├── 2-6-3.png │ │ │ │ │ ├── 2-6-4.png │ │ │ │ │ ├── 2-6-5.png │ │ │ │ │ ├── 2-6-6.png │ │ │ │ │ ├── 2-7-1.png │ │ │ │ │ ├── 2-7-2.png │ │ │ │ │ ├── 2-7-3.png │ │ │ │ │ ├── 2-7-4.png │ │ │ │ │ ├── 2-8-1.png │ │ │ │ │ ├── 2-8-2.png │ │ │ │ │ ├── 2-9-1.png │ │ │ │ │ ├── 2-9-2.png │ │ │ │ │ ├── 2-9-3.png │ │ │ │ │ └── 2-9-4.png │ │ │ │ └── wangshusen_recommend_note_retrieval.mdx │ │ │ ├── wangshusen_recommend_note_coldstart.mdx │ │ │ ├── wangshusen_recommend_note_improvement.mdx │ │ │ ├── wangshusen_recommend_note_rank.mdx │ │ │ └── wangshusen_recommend_note_rerank.mdx │ │ └── reinforcement-learning │ │ │ └── reinforcement-learning-overview.mdx │ ├── all-projects │ │ ├── ai-town.mdx │ │ └── multimodal-rl.mdx │ ├── computer-science │ │ ├── cpp_backend │ │ │ ├── Handwritten_pool_components │ │ │ │ ├── 1_Handwritten_threadpool.md │ │ │ │ └── 2_Handwritten_mempool1.md │ │ │ ├── easy_compile │ │ │ │ ├── 1_cpp_libs.md │ │ │ │ ├── 2_base_gcc.md │ │ │ │ ├── 3_Make.md │ │ │ │ ├── 4_CMake.md │ │ │ │ └── 5_vcpkg.md │ │ │ └── mempool_simple.mdx │ │ ├── data-structures │ │ │ ├── array │ │ │ │ ├── 01-static-array.mdx │ │ │ │ ├── 02-dynamic-array.mdx │ │ │ │ └── index.mdx │ │ │ ├── index.mdx │ │ │ └── linked-list │ │ │ │ ├── 01-singly-linked-list.mdx │ │ │ │ └── index.mdx │ │ ├── frontend │ │ │ ├── frontend-learning │ │ │ │ └── index.mdx │ │ │ └── index.mdx │ │ └── index.mdx │ ├── jobs │ │ ├── event-keynote │ │ │ ├── coffee-chat.md │ │ │ └── event-takeway.md │ │ └── interview-prep │ │ │ ├── bq.md │ │ │ ├── interview-tips.mdx │ │ │ ├── pre-interview.md │ │ │ └── preparations-to-get-an-offer-as-a-student.mdx │ └── layout.tsx ├── fonts │ ├── GeistMonoVF.woff │ └── GeistVF.woff ├── globals.css ├── hooks │ └── useAssistantSettings.tsx ├── layout.tsx ├── page.tsx ├── search.json │ └── route.ts ├── sitemap.ts └── types │ └── event.ts ├── auth.config.ts ├── auth.ts ├── components.json ├── components └── ui │ ├── badge.tsx │ ├── button.tsx │ ├── card.tsx │ ├── command.tsx │ ├── dialog.tsx │ ├── input.tsx │ └── label.tsx ├── data ├── README.md └── event.json ├── eslint.config.mjs ├── generated ├── README.md └── doc-contributors.json ├── i18n.ts ├── lib ├── ai │ ├── models.ts │ ├── prompt.ts │ └── providers │ │ ├── gemini.ts │ │ ├── intern.ts │ │ └── openai.ts ├── contributors.ts ├── github.ts ├── layout.shared.tsx ├── source.ts └── utils.ts ├── mdx-components.tsx ├── middleware.ts ├── next.config.mjs ├── package.json ├── pnpm-lock.yaml ├── pnpm-workspace.yaml ├── postcss.config.mjs ├── prisma └── schema.prisma ├── public ├── 5b6ef14a7406496b8a2ce8ab17820b34.txt ├── cloud_1.png ├── cloud_2.png ├── event │ ├── coffeeChat.png │ └── mockInterview.png ├── git_assets │ ├── GIT_GUIDE.md │ ├── after_fork.png │ ├── branch-all.png │ ├── button.png │ ├── file.png │ ├── fork1.jpg │ ├── fork1.png │ ├── fork2.png │ ├── need_fork.png │ ├── pr.png │ ├── pr2.png │ ├── propse_changes.png │ ├── setting.png │ ├── setting2.png │ └── succuess.png ├── logo │ ├── favico-apple.png │ ├── logoInDark.svg │ └── logoInLight.svg ├── mascot.png ├── mascot.svg ├── mascot.webp ├── og │ └── cover.png ├── readme_docs_structure.png ├── robots.txt ├── shanghaiailab.png └── site.webmanifest ├── scripts ├── backfill-contributors.mjs ├── check-images.mjs ├── compute-svg-bbox.js ├── escape-angles.mjs ├── move-doc-images.mjs ├── test.mjs └── uuid.mjs ├── source.config.ts ├── sql └── nextauth_schema.sql ├── tests └── activity-events.test.ts ├── 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