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)
• react-RSCs:
  • Pros of RSCs  -  by @sabertazimi (ffaf1)
• react-hooks:
  • useDeferredValue work case  -  by @sabertazimi (bfeef)
• react-perf:
  • Complete guide to rendering behavior  -  by @sabertazimi (c2ed3)
• web-library:
  • Browser extension development tool  -  by @sabertazimi (3b540)
  • PopIcons  -  by @sabertazimi (25284)
  • Fluid typography plugin for Tailwind.css  -  by @sabertazimi (78d5e)
  • Date picker and calendar components  -  by @sabertazimi (c8ea4)
  • AST grep CLI tool  -  by @sabertazimi (316e0)
  • User interfaces for react-three-fiber  -  by @sabertazimi (7edfb)
  • React layout components  -  by @sabertazimi (2b000)
  • 3D framework for Svelte  -  by @sabertazimi (a2d9a)
  • Tag component  -  by @sabertazimi (f01e8)
  • Graphics framework for Svelte  -  by @sabertazimi (28096)
  • SQLite3 for Node.js  -  by @sabertazimi (298b8)
  • E2e testing tool  -  by @sabertazimi (a076d)
  • DnD libraries  -  by @sabertazimi (1d910)
  • GUI solution  -  by @sabertazimi (004ef)
  • Email components  -  by @sabertazimi (f6b41)
  • Promise queue and map concurrently  -  by @sabertazimi (26680)
  • Functional programming in TypeScript  -  by @sabertazimi (c50ad)
  • TypeScript utility library  -  by @sabertazimi (bf868)
  • Refine framework  -  by @sabertazimi (7e17c)
  • Guided tour and wizard flow libraries  -  by @sabertazimi (7334c)
  • Canvas library  -  by @sabertazimi (fcb0f)
  • Markdown editors  -  by @sabertazimi (e3cdb)
• web-perf:
  • Improve INP for Vanilla.js  -  by @sabertazimi (dce0a)
  • stale-while-revalidate cache control directive  -  by @sabertazimi (b37bd)
  • Responsive images  -  by @sabertazimi (7b029)
  • Emulate slow third-party resources with Playwright  -  by @sabertazimi (da4f0)
  • Securely send request while closing tabs  -  by @sabertazimi (7ebb8)

   🏎 Performance

• [ImgBot] optimize images  -  by @imgbot[bot] and ImgBotApp in #522 (12fb1)
• [ImgBot] optimize images  -  by @imgbot[bot] and ImgBotApp in #523 (ebd31)
• [ImgBot] optimize images  -  by @imgbot[bot] and ImgBotApp in #524 (eec38)
• [ImgBot] optimize images  -  by @imgbot[bot] and ImgBotApp in #526 (57c2c)
• [ImgBot] optimize images  -  by @imgbot[bot] and ImgBotApp in #529 (0f134)

    View changes on GitHub