v3.18.6

   🐞 Bug Fixes

• ai-CNN:
  • CNN layers description  -  by @sabertazimi (02dda)
• ai-DL:
  • Mini-batch to speed up training process  -  by @sabertazimi (e7126)
  • ReLU can solve gradient vanishing problem  -  by @sabertazimi (2cb1e)
  • Recipe of deep learning  -  by @sabertazimi (64d2e)
  • Common optimization algorithms  -  by @sabertazimi (349a4)
  • Dropout strategy  -  by @sabertazimi (99096)
• ai-ML:
  • Machine learning tasks  -  by @sabertazimi (021b2)
  • Overfitting definition  -  by @sabertazimi (3ad57)
  • Impulse function  -  by @sabertazimi (e945d)
  • Underfitting definition  -  by @sabertazimi (77ac8)
  • Adaptive learning rate strategies  -  by @sabertazimi (55807)
  • Gradient descent formula  -  by @sabertazimi (5d8fa)
  • Loss function for binary classification  -  by @sabertazimi (3efb9)
  • Logistic regression for classification  -  by @sabertazimi (8eb79)
  • Gradient descent algorithm  -  by @sabertazimi (8613b)
  • Regularization weight decay  -  by @sabertazimi (f1869)
• ai-MLP:
  • Linear calculation in multilayer perceptron  -  by @sabertazimi (dba64)
  • Backpropagation and gradient descent  -  by @sabertazimi (d2de7)
  • Backpropagation calculus  -  by @sabertazimi (8c7ed)
  • Chain rule for backpropagation  -  by @sabertazimi (c23bf)
• ai-library:
  • Curated list of local LLMs  -  by @sabertazimi (a571b)
• ai-prompt:
  • Prompt engineering frameworks  -  by @sabertazimi (1b967)
  • Generative AI image prompts  -  by @sabertazimi (3772b)
  • Key principles for prompt design  -  by @sabertazimi (cc727)
  • Respectful and professional tone  -  by @sabertazimi (c3af2)
  • Act as best practice  -  by @sabertazimi (dc3e3)
  • Prompt for JavaScript console  -  by @sabertazimi (2ddc5)
  • Awesome ChatGPT prompts  -  by @sabertazimi (4fc35)
• ai-recurrent:
  • Recurrent architecture target  -  by @sabertazimi (139d4)
• ai-sofmax:
  • Softmax function with temperature parameter  -  by @sabertazimi (31201)
• ai-transformer:
  • 3b1b self-attention explanation  -  by @sabertazimi (be582)
• cs-math:
  • Normal distribution  -  by @sabertazimi (51420)
  • Formula for central limit theorem  -  by @sabertazimi (ff60f)
  • Lindeberg CLT  -  by @sabertazimi (2663b)
  • Gaussian Integral  -  by @sabertazimi (365d9)
  • Discrete fourier transform matrix  -  by @sabertazimi (4bd43)
• css-components:
  • Tree view styles  -  by @sabertazimi (178c0)
• css-has:
  • Conditional styling with :has() selector  -  by @sabertazimi (3eb4d)
• css-layout:
  • Masonry layout debates  -  by @sabertazimi (67892)
• css-shapes:
  • Modern css shapes  -  by @sabertazimi (5a86a)
• deps:
  • Update dependencies (non-major)  -  by @renovate[bot] in #525 (a454c)
• html-a11y:
  • Readers a11y.  -  by @sabertazimi (71080)
• js-perf:
  • Inline caches optimization  -  by @sabertazimi (2965c)
• js-style:
  • Document package with JSDoc  -  by @sabertazimi (82ac7)
• math-algebra:
  • Quick calculation of eigenvalue  -  by @sabertazimi (06a34)
  • Linear transformation  -  by @sabertazimi (8d363)
  • Determinant  -  by @sabertazimi (58361)
  • Gaussian elimination  -  by @sabertazimi (5baa8)
  • Dimension transformation matrix  -  by @sabertazimi (76d2c)
  • Dot and cross product  -  by @sabertazimi (d64c9)
  • Change of basis  -  by @sabertazimi (efaf5)
  • Interactive linear algebra  -  by @sabertazimi (3a1fc)
• math-analysis:
  • Radius of convergence of series  -  by @sabertazimi (6d41d)
  • First order differential equation  -  by @sabertazimi (8ca5f)
  • Differential equation and phase space  -  by @sabertazimi (f58ee)
  • Partial differential equation  -  by @sabertazimi (644e8)
  • Black-scholes / merton equation  -  by @sabertazimi (b79d2)
• math-derivative:
  • Basic rules for derivative  -  by @sabertazimi (a26ce)
• math-limit:
  • L'Hopital's rule  -  by @sabertazimi (311dc)
• math-series:
  • Basic series in math analysis  -  by @sabertazimi (f8d6e)
• math-statistics:
  • Bayes theorem  -  by @sabertazimi (6fe0d)
  • Binomial distribution  -  by @sabertazimi (85721)
  • Bayes factor  -  by @sabertazimi (62ef5)
  • Information entropy  -  by @sabertazimi (68951)
• node-package.json:
  • Resolutions field to fix broken version  -  by @sabertazimi [(22552)...

v3.18.5

   🐞 Bug Fixes

• ai-CNN:
  • Simple introduction to CNNs  -  by @sabertazimi (cb5da)
• ai-library:
  • Huggingface transformers in browser  -  by @sabertazimi (da32c)
• cs-math:
  • Fourier transform  -  by @sabertazimi (70102)
  • Convolution  -  by @sabertazimi (9ed35)
  • Fast convolution algorithm with FFT  -  by @sabertazimi (3ebff)
  • Discrete fourier transform  -  by @sabertazimi (55fe9)
  • Central limit theorem  -  by @sabertazimi (6106c)
• css-design:
  • Prefer web fonts than system fonts  -  by @sabertazimi (9bf5e)
• node:
  • Web scraping with impersonation  -  by @sabertazimi (c6699)
• react-fiber:
  • Ability of React Fiber  -  by @sabertazimi (83b3d)
• web-a11y:
  • Semantic HTML  -  by @sabertazimi (9498c)
  • Assistive technology key points  -  by @sabertazimi (5d70e)
  • A11y references  -  by @sabertazimi (2a77a)
• web-library:
  • Rapier physics and mesh for react-three-fiber  -  by @sabertazimi (a4056)
  • Effect system for TypeScript  -  by @sabertazimi (d099b)
  • Youtube.js  -  by @sabertazimi (29e81)
  • Modern crontab parser  -  by @sabertazimi (20280)
  • WebSockets library  -  by @sabertazimi (ca67a)
• web-perf:
  • Performance budgets  -  by @sabertazimi (8789d)
  • Next.js INP optimization tips  -  by @sabertazimi (44cbd)

    View changes on GitHub

v3.18.4

   🐞 Bug Fixes

• deps: Update dependencies (non-major) to ^18.3.1  -  by @renovate[bot] in #520 (1acb7)

    View changes on GitHub

v3.18.3

   🐞 Bug Fixes

• deps: Update dependencies (non-major)  -  by @renovate[bot] in #519 (a0531)
• web-library: Push action for GitHub  -  by @sabertazimi (15e88)

    View changes on GitHub

v3.18.2

   🐞 Bug Fixes

• ai-library:
  • Vectors and embeddings library  -  by @sabertazimi (3b581)
  • Local search aggregator agent  -  by @sabertazimi (fef29)
• css:
  • Naming convention for class names  -  by @sabertazimi (63ff1)
• css-clamp:
  • Create fluid typography with clamp() function  -  by @sabertazimi (97cfd)
• css-font:
  • Typefaces and font-family for icons  -  by @sabertazimi (b6f51)
• css-layout:
  • Breaking aspect ratio  -  by @sabertazimi (ae488)
  • Full-bleed content in grid layout  -  by @sabertazimi (bd469)
• css-media:
  • scripting media query  -  by @sabertazimi (41d3f)
• css-media query:
  • prefers-color-scheme usage  -  by @sabertazimi (3a5e7)
• css-query:
  • Alternating style queries  -  by @sabertazimi (b0f8c)
• git-clean:
  • Dry run option to git clean command  -  by @sabertazimi (01486)
• git-gpg:
  • Export GPG private key as an ASCII armored version  -  by @sabertazimi (cecbc)
• html-attributes:
  • HTML attributes vs DOM properties  -  by @sabertazimi (50826)
  • Global attributes  -  by @sabertazimi (3cd8a)
  • Attributes and properties reflection  -  by @sabertazimi (45a73)
  • Validation and defaults for DOM properties  -  by @sabertazimi (72339)
  • Special case on attributes reflection  -  by @sabertazimi (b43c5)
• html-popover:
  • Popover API  -  by @sabertazimi (d272c)
  • Popover target attribute name  -  by @sabertazimi (eb4f7)
  • Close button for popover  -  by @sabertazimi (c3074)
• js-DOM:
  • DOM properties reflection on HTML attributes  -  by @sabertazimi (18f64)
• js-functional:
  • Functional programming principles  -  by @sabertazimi (de841)
• js-signals:
  • Tc39 proposal signals  -  by @sabertazimi (e7c96)
• node-exports:
  • Npm exports field  -  by @sabertazimi (e72f6)
• react-RSC:
  • Client boundaries and composition pattern  -  by @sabertazimi (648ee)
• react-hooks:
  • useSyncExternalStore params details  -  by @sabertazimi (91e53)
• react-state:
  • Atom state library tips  -  by @sabertazimi (71870)
• react-styling:
  • Tao of styling React application  -  by @sabertazimi (941c9)
• ts-decorators:
  • Modern stage 3 decorators  -  by @sabertazimi (9e213)
• web:
  • Frontend checklists  -  by @sabertazimi (b3100)
• web-framework:
  • Build your own RSC framework  -  by @sabertazimi (a0c9a)
• web-library:
  • Facebook StyleX system  -  by @sabertazimi (df1e2)
  • DnD page editor  -  by @sabertazimi (c8ac4)
  • React-three-fiber helpers  -  by @sabertazimi (32743)
  • Tamagui UI framework  -  by @sabertazimi (f45e0)
  • Database tools  -  by @sabertazimi (87d6a)
  • Web framework built on web standards  -  by @sabertazimi (121a8)
  • LocalForage alternative  -  by @sabertazimi (a6e89)
  • Animation engine based on CanvasKit WASM  -  by @sabertazimi (da1e9)
  • AI-assisted crawler library  -  by @sabertazimi (508ed)
  • Spinner and skeleton components  -  by @sabertazimi (72f2a)
  • Next.js MDX documentation static site generator  -  by @sabertazimi (fb21f)
  • CRDT support for SQLite  -  by @sabertazimi (a5cce)
  • Data visualization library  -  by @sabertazimi (4a55b)
  • HLS.js  -  by @sabertazimi (04ce2)
  • Wasp fullstack framework  -  by @sabertazimi (8daf4)
  • Schema validators  -  by @sabertazimi (66d5c)
  • Zed code editor  -  by @sabertazimi (337d0)
  • Regex live editor  -  by @sabertazimi (a90da)
  • CSS resets  -  by @sabertazimi (03391)
  • Turso database platform powerd by libSQL  -  by @sabertazimi (d8c9d)
  • Modern backend web frameworks  -  by @sabertazimi (239e8)
  • Zustand internals  -  by @sabertazimi (df7b5)
  • TanStack router library  -  by @sabertazimi (e46eb)
  • Command palette menu components  -  by @sabertazimi (4ffb8)
  • Visual editor for React  -  by @sabertazimi (77513)
  • Airbnb visualization components  -  by @sabertazimi (5ef0c)
  • Phosphor icons  -  by @sabertazimi (3cde6)
  • WebDAV client  -  by @sabertazimi (e8381)
  • Input mask library  -  by @sabertazimi (36739)
  • Node.js utils  -  by @sabertazimi (b7978)
  • .xlsx export library  -  by @sabertazimi (3e8e5)
  • Lerna-lite  -  by @sabertazimi (939ad)
  • Adonis server  -  by @sabertazimi (4dc30)
  • Franken UI  -  by @sabertazimi (cae0f)
  • Tooltip component  -  by @SaberT...

v3.18.1

   🐞 Bug Fixes

• AI-LLM:
  • LangChain modules and examples  -  by @sabertazimi (582eb)
• AI-MLP:
  • Multilayer perceptron  -  by @sabertazimi (2e16b)
• AI-library:
  • Glarity summaries copilot extension  -  by @sabertazimi (6cd62)
  • WebChatGPT extension  -  by @sabertazimi (869e5)
  • Coding copilot tools  -  by @sabertazimi (7e9e0)
• AI-platform:
  • API links  -  by @sabertazimi (2d982)
• AI-residual:
  • ResNet keynotes  -  by @sabertazimi (d1067)
  • Residual connection for gradient propagation  -  by @sabertazimi (b5eb6)
• AI-transformer:
  • $XX^T$ and $\sqrt{d_k}$ tips  -  by @sabertazimi (f355b)
  • Code snippet for multi-head attention  -  by @sabertazimi (42c48)
  • Matrix manipulation  -  by @sabertazimi (41446)
  • QKV internal understanding  -  by @sabertazimi (e7351)
  • Add transformer architecture figure  -  by @sabertazimi (ec602)
  • Positional encoding mechanism  -  by @sabertazimi (e3c5c)
  • Spotlight of transformer architecture  -  by @sabertazimi (e4b43)
  • Multi-head attention mechanism  -  by @sabertazimi (1b14c)
• HTML-ARIA:
  • dialog ARIA Role  -  by @sabertazimi (efb78)
• css:
  • Fluid type and space scale design tokens  -  by @sabertazimi (45dc1)
  • Object-fit for replaced element  -  by @sabertazimi (1c7db)
• css-design:
  • Logo system  -  by @sabertazimi (374da)
  • Pronouns selector and mobile apps  -  by @sabertazimi (67e02)
  • Design token variants  -  by @sabertazimi (afa79)
  • CSS design tokens example  -  by @sabertazimi (a4348)
• css-nesting:
  • Nesting syntax  -  by @sabertazimi (f0d3a)
• css-scope:
  • @scope at-rule  -  by @sabertazimi (ef3a1)
• html-input:
  • Input types  -  by @sabertazimi (9aa2a)
• js-engine:
  • Object structure in v8 engine  -  by @sabertazimi (335e2)
• js-object:
  • Deep clone with structuredClone  -  by @sabertazimi (a07e7)
• js-perf:
  • Dangerous performance cheating hacks  -  by @sabertazimi (c06e1)
• latex:
  • Update tutorial link  -  by @sabertazimi (72d5a)
• node-GraphQL:
  • Advantages of GraphQL over RESTful API  -  by @sabertazimi (e773c)
• react:
  • Demystifying styled components  -  by @sabertazimi (8dfb3)
• react-hooks:
  • Update effect callback on deps change  -  by @sabertazimi (15ea6)
• react-server:
  • Non-standardized data-fetching in meta-frameworks  -  by @sabertazimi (eaa87)
  • Server Components under the hood  -  by @sabertazimi (b6d82)
  • use client directive  -  by @sabertazimi (1ed6e)
  • RSC virtual DOM mental model  -  by @sabertazimi (3d68a)
  • RSC reference links  -  by @sabertazimi (06d6c)
• security-library:
  • XSS sanitizer  -  by @sabertazimi (ce039)
• thml-image:
  • loading attribute of img tag  -  by @sabertazimi (0e0fd)
• web-canvas:
  • Off-screen canvas for web workers  -  by @sabertazimi (f6510)
• web-library:
  • Icons library links  -  by @sabertazimi (66798)
  • Component library  -  by @sabertazimi (dad8c)
  • Color library  -  by @sabertazimi (e001c)
  • Gradient tool  -  by @sabertazimi (1b10f)
  • Images lightbox gallery library  -  by @sabertazimi (aa1bd)
  • 2D and 3D rendering engines for web  -  by @sabertazimi (7d080)
  • DaaS and BaaS platforms  -  by @sabertazimi (a8ed3)
  • Web analytics tool  -  by @sabertazimi (b9399)
  • Semantic-release GitHub action  -  by @sabertazimi (50898)
  • Terminal and console emulator library  -  by @sabertazimi (4f7ab)
  • Remove obsoleted state management libraries  -  by @sabertazimi (59ef4)
  • Remove obsoleted slide and presentation librarie  -  by @sabertazimi (b04e3)
  • Dependencies graphs generator  -  by @sabertazimi (8d3ff)
  • QuickJS JavaScript Engine  -  by @sabertazimi (15daf)
  • Val.town website  -  by @sabertazimi (810a6)
  • Blazing fast immutable library  -  by @sabertazimi (99fb2)
  • Awesome cloudflare resources  -  by @sabertazimi (a8cef)
  • Low-code form editor  -  by @sabertazimi (8b27a)
  • Web analytics and monitoring tools  -  by @sabertazimi (936af)
  • Codium code copilot  -  by @sabertazimi (b98ad)
  • CSS-in-JS library  -  by @sabertazimi (ccb1f)
  • Form library  -  by @sabertazimi (4a7fc)
  • Material-tailwind tool  -  by @sabertazimi (810a6)
• web-perf:
  • INP has replaced FID as Core Web Vitals  -  by @sabertazimi (656e1)

##...

v3.18.0

   🚀 Features

• AI-transformer: Self-attention mechanism  -  by @sabertazimi (23c5a)
• ai-library: AI copilot  -  by @sabertazimi (48f66)
• math-AI: Start to learn AI basic knowledge  -  by @sabertazimi (288e4)

   🐞 Bug Fixes

• deps: Update dependencies (non-major)  -  by @renovate[bot] in #502 (3b238)

   🏎 Performance

• [ImgBot] optimize images  -  by @imgbot[bot] and ImgBotApp in #506 (0bd3d)

    View changes on GitHub

v3.17.1

No significant changes

    View changes on GitHub

v3.17.0

Changelog

All notable changes to this project will be documented in this file. See commit-and-tag-version for commit guidelines.

🎉 3.17.0 (2024-03-26)

✨ Features

• eslint: switch to eslint flat configuration (#490) (7ab6407)

✨ Today I Learned

• cs-math: point calculation (f0f18f4)
• css: media query changes listener (e04e2a9)
• css: use shorthand inset (#413) (2692a43)
• design patterns: more use case (baeb1fd)
• github-copilot: tips and best practices (0871717)
• html-head: all sizes of favicons (7ce4429)
• js-URL: download files (857601c)
• library: tidy up (d9da265)
• linux-wsl: http proxy for GitHub CLI (b40cf81)
• node-pnpm: ship to pnpm (2e4c688)
• node.js: exports field for public API (26bb795)
• web-css: color palettes with color-mix() function (794eccb)
• web-css: fifty-fifty two column pattern (48f5dc5)
• web-css: prefer color scheme (e1d135e)
• web-js: formData API usage (956bd15)
• web-js: prefer userEvent for testing (50ad2b8)
• web-library: dashboard and search library (350ec3f)
• web-library: emoji (3ce6951)
• web-library: full-stack Next.js app generator (4c491d0)
• web-library: headless command menu (7ef3347)
• web-library: Monaco for React (ea08da6)
• web-library: origin private file system (3675112)
• web-library: react video player (d7f59ed)
• web-library: tons of web components (72df217)
• web-library: tons of web components (ac3dbea)
• web-library: WebRTC library (2592f08)
• web-ts: modern TypeScript configuration (74dde29)

🐛 Bug Fixes

• deps: update dependencies (non-major) (#417) (f5bb6a5)
• deps: update dependencies (non-major) (#424) (ef43e58)
• deps: update dependencies (non-major) (#429) (0202482)
• deps: update dependencies (non-major) (#456) (c45d283)
• deps: update dependencies (non-major) (#458) (05ab0bc)
• deps: update dependencies (non-major) (#465) (734a6cb)
• deps: update dependencies (non-major) to v3.1.0 (#476) (bb05d6b)
• deps: update dependencies (non-major) to v3.1.1 (#481) (adcc6ba)
• deps: update dependency katex to ^0.16.8 (#437) (bb8fd51)
• deps: update dependency rehype-katex to v7 (#459) (f06991d)
• deps: update dependency remark-math to v6 (#460) (0dd39ea)
• deps: update docusaurus monorepo to v3 (major) (#470) (aa8434d)
• lift up blog link (16a7aca)
• remove useless link (2aebc79)
• website: remove legacy imports style (4adc705)

v3.16.1

Changelog

All notable changes to this project will be documented in this file. See commit-and-tag-version for commit guidelines.

🎉 3.16.1 (2023-03-08)

🐛 Bug Fixes

• deps: update dependency @easyops-cn/docusaurus-search-local to ^0.35.0 (#409) (cf38602)

✨ Today I Learned

• css-scrollbar: scrollbar custom app (ea3a52b)
• git-gpg: git gpg configuration (b400029)
• git: git configuration files (1f8302c)
• js-promise: global rejection handling (0c6b4c2)
• js-promise: returning values from finally() (d3320df)
• library: chat bot (71f0b02)
• linux-git: git alias configuration (4e214b2)
• linux-wsl: gzip bug for windows 11 (2826967)
• linux-zsh: zsh nvm plugin (1cba498)
• linux: wsl and git configuration (fe0fe15)
• web-css: container style query (cee9da0)
• web-jamstack: islands architecture implementation (c0fa8b2)
• web-library: CRUD TypeScript framework (160c8f7)
• web-library: Node.js toolbox (b4c956d)
• web-library: React simple code editor (d1615a4)
• web-library: toast component (4a72378)
• web-library: ts reset (758ed43)

🚀 Building Work

• change release tool (456fcf1)