chore(release): 3.18.6

CHANGELOG.md

@@ -2,6 +2,121 @@
 
 All notable changes to this project will be documented in this file. See [commit-and-tag-version](https://github.com/absolute-version/commit-and-tag-version) for commit guidelines.
 
+## [3.18.6](https://github.com/sabertazimi/awesome-notes/compare/v3.18.5...v3.18.6) (2024-05-15)
+
+
+### :sparkles: Today I Learned
+
+* **ai-CNN:** CNN layers description ([02ddabb](https://github.com/sabertazimi/awesome-notes/commit/02ddabb5021cc2bbdcde6efb97ca939c44607bb2))
+* **ai-DL:** `ReLU` can solve gradient vanishing problem ([2cb1e6a](https://github.com/sabertazimi/awesome-notes/commit/2cb1e6a2d19c2526ece5f37d56f8ab6fc5f68917))
+* **ai-DL:** common optimization algorithms ([349a4e2](https://github.com/sabertazimi/awesome-notes/commit/349a4e28e4c7c4d5b3e56c2089154cc90c2a0031))
+* **ai-DL:** dropout strategy ([99096d7](https://github.com/sabertazimi/awesome-notes/commit/99096d7b580345a13d2c47575828c5daa1aee872))
+* **ai-DL:** mini-batch to speed up training process ([e712662](https://github.com/sabertazimi/awesome-notes/commit/e712662f0a23f875d42e96be3c40fc5ac5542e2d))
+* **ai-DL:** recipe of deep learning ([64d2e60](https://github.com/sabertazimi/awesome-notes/commit/64d2e608e31b6e7d3f88cfb743e80fbdbc8b206c))
+* **ai-library:** curated list of local LLMs ([a571bfa](https://github.com/sabertazimi/awesome-notes/commit/a571bfaaf7b830b8f1ad12fc759e887d8ba24749))
+* **ai-ML:** adaptive learning rate strategies ([5580770](https://github.com/sabertazimi/awesome-notes/commit/55807705d191284face9294e57e1f860af87874e))
+* **ai-ML:** gradient descent algorithm ([8613b91](https://github.com/sabertazimi/awesome-notes/commit/8613b91a32d39766f9f83ea5043ff1ca105e4145))
+* **ai-ML:** gradient descent formula ([5d8fac6](https://github.com/sabertazimi/awesome-notes/commit/5d8fac6bace504b0205169c4a945de884b77d2d6))
+* **ai-ML:** impulse function ([e945d42](https://github.com/sabertazimi/awesome-notes/commit/e945d425d262c3313a201553b9ab2ee76c4bf750))
+* **ai-ML:** logistic regression for classification ([8eb7974](https://github.com/sabertazimi/awesome-notes/commit/8eb79745d2ec9495dd0b3e8a95e7f652fecdd122))
+* **ai-ML:** loss function for binary classification ([3efb978](https://github.com/sabertazimi/awesome-notes/commit/3efb978ee6e448fcbdb4db722eebed22709f708d))
+* **ai-ML:** machine learning tasks ([021b2c2](https://github.com/sabertazimi/awesome-notes/commit/021b2c27f15ee914d2a5d9ea8d76a1d5dae8ad95))
+* **ai-ML:** overfitting definition ([3ad5761](https://github.com/sabertazimi/awesome-notes/commit/3ad576117cc5399f9a9c07e448fd8d12aea01b04))
+* **ai-MLP:** backpropagation and gradient descent ([d2de76a](https://github.com/sabertazimi/awesome-notes/commit/d2de76aa94b5b786d08705af6487b88f0a03b97f))
+* **ai-MLP:** backpropagation calculus ([8c7edfd](https://github.com/sabertazimi/awesome-notes/commit/8c7edfd73eef573076af51cb74d7e1602f322368))
+* **ai-MLP:** chain rule for backpropagation ([c23bf8c](https://github.com/sabertazimi/awesome-notes/commit/c23bf8c48be90c46c81229307a2b68008c540fc7))
+* **ai-MLP:** linear calculation in multilayer perceptron ([dba64b5](https://github.com/sabertazimi/awesome-notes/commit/dba64b5766c5425363b3fe2dd9181a69dfbec6ec))
+* **ai-ML:** regularization weight decay ([f186966](https://github.com/sabertazimi/awesome-notes/commit/f1869666b946ecc4b1382bc079dae8328e1c2d18))
+* **ai-ML:** underfitting definition ([77ac8c0](https://github.com/sabertazimi/awesome-notes/commit/77ac8c0553fe4ac70949f9b0cf5ded9f689fd520))
+* **ai-prompt:** `Act as` best practice ([dc3e3b4](https://github.com/sabertazimi/awesome-notes/commit/dc3e3b4ab0f92f216a31edf03ca98d1c3f95d224))
+* **ai-prompt:** awesome ChatGPT prompts ([4fc35ca](https://github.com/sabertazimi/awesome-notes/commit/4fc35ca6fe1f4b98ead966df2acbcf9dea8fec21))
+* **ai-prompt:** generative AI image prompts ([3772be6](https://github.com/sabertazimi/awesome-notes/commit/3772be6e53ae70572a0a1f2ae66f00e9f57d1635))
+* **ai-prompt:** key principles for prompt design ([cc7276e](https://github.com/sabertazimi/awesome-notes/commit/cc7276e70a4e83882c78df1a5993c91a2e8a74d3))
+* **ai-prompt:** prompt engineering frameworks ([1b967ab](https://github.com/sabertazimi/awesome-notes/commit/1b967ab9cf9a08779c7729809994af9eb603facb))
+* **ai-prompt:** prompt for JavaScript console ([2ddc5f1](https://github.com/sabertazimi/awesome-notes/commit/2ddc5f19766670c413c0ec61dffaa6a2d7ef4268))
+* **ai-prompt:** respectful and professional tone ([c3af204](https://github.com/sabertazimi/awesome-notes/commit/c3af204369295e042b883008847878d5ad75dde4))
+* **ai-recurrent:** recurrent architecture target ([139d4e8](https://github.com/sabertazimi/awesome-notes/commit/139d4e879b627056631d3ea67937429d580fd9bc))
+* **ai-sofmax:** softmax function with temperature parameter ([3120186](https://github.com/sabertazimi/awesome-notes/commit/312018642de23c6a6a74d14f0aaf531abd94a322))
+* **ai-transformer:** 3b1b self-attention explanation ([be5820e](https://github.com/sabertazimi/awesome-notes/commit/be5820eb67d4e69d75180d90b9c75b3917a26567))
+* **cs-math:** discrete fourier transform matrix ([4bd4349](https://github.com/sabertazimi/awesome-notes/commit/4bd434997e83adba60f3fc4be5f3630e706bda85))
+* **cs-math:** formula for central limit theorem ([ff60ffd](https://github.com/sabertazimi/awesome-notes/commit/ff60ffd3cda1674b23db36b48970c510f9b90cbd))
+* **cs-math:** Gaussian Integral ([365d9a0](https://github.com/sabertazimi/awesome-notes/commit/365d9a0fc75014bc95d3175b6663833bf88de1e8))
+* **cs-math:** Lindeberg CLT ([2663bb1](https://github.com/sabertazimi/awesome-notes/commit/2663bb1002133bdfe3eb8c4b2924391a3d93be7e))
+* **cs-math:** normal distribution ([5142054](https://github.com/sabertazimi/awesome-notes/commit/51420549bf1e604ee98d1f09de941cc43d9bee88))
+* **css-components:** tree view styles ([178c07e](https://github.com/sabertazimi/awesome-notes/commit/178c07e75c75e896995c04ab346d3ace394b2109))
+* **css-has:** conditional styling with `:has()` selector ([3eb4d99](https://github.com/sabertazimi/awesome-notes/commit/3eb4d99f27da595169f02bf4936275eaaf2eea5f))
+* **css-layout:** masonry layout debates ([67892e2](https://github.com/sabertazimi/awesome-notes/commit/67892e29b51c2c994b8aa92d49d5ab88cf2216c9))
+* **css-shapes:** modern css shapes ([5a86add](https://github.com/sabertazimi/awesome-notes/commit/5a86adda87bd55991e161cf2b3ef4ea86e9e7ae9))
+* **deps:** update dependencies (non-major) ([#525](https://github.com/sabertazimi/awesome-notes/issues/525)) ([a454c63](https://github.com/sabertazimi/awesome-notes/commit/a454c63824e6b6f0e8e805915ddf7d46111aeb5b))
+* **html-a11y:** readers a11y. ([71080ea](https://github.com/sabertazimi/awesome-notes/commit/71080ea3fd18e65e1f86a4cb77ca971e5afa55f8))
+* **js-perf:** inline caches optimization ([2965ce4](https://github.com/sabertazimi/awesome-notes/commit/2965ce477be916ce6e82ef28f141748b2e87e68d))
+* **js-style:** document package with JSDoc ([82ac72f](https://github.com/sabertazimi/awesome-notes/commit/82ac72f1bec51a1b6e19ded104ce9e05701cba48))
+* **math-algebra:** change of basis ([efaf5c8](https://github.com/sabertazimi/awesome-notes/commit/efaf5c8df554c38f1a89e3600317a52df2877442))
+* **math-algebra:** determinant ([5836186](https://github.com/sabertazimi/awesome-notes/commit/5836186159ea2d880ea803478711b6d3a01fcf45))
+* **math-algebra:** dimension transformation matrix ([76d2c76](https://github.com/sabertazimi/awesome-notes/commit/76d2c7632a569cd4292a553ae88ee69dd276d0c7))
+* **math-algebra:** dot and cross product ([d64c930](https://github.com/sabertazimi/awesome-notes/commit/d64c930439c0742b9470c8b9c0e43af3e55d7326))
+* **math-algebra:** Gaussian elimination ([5baa839](https://github.com/sabertazimi/awesome-notes/commit/5baa839972cc345bae7d5ec58f798919409ba6d5))
+* **math-algebra:** interactive linear algebra ([3a1fc7f](https://github.com/sabertazimi/awesome-notes/commit/3a1fc7fd9faab45690865289eca004cea4805eda))
+* **math-algebra:** linear transformation ([8d36399](https://github.com/sabertazimi/awesome-notes/commit/8d36399bb3d551f03550c5c9064d8a783ffb130d))
+* **math-algebra:** quick calculation of eigenvalue ([06a34b1](https://github.com/sabertazimi/awesome-notes/commit/06a34b13d751172683d8622fe2044e27bbb80c7e))
+* **math-analysis:** black-scholes / merton equation ([b79d2ed](https://github.com/sabertazimi/awesome-notes/commit/b79d2edec17fef67e031be7456effcc2b0a43e08))
+* **math-analysis:** differential equation and phase space ([f58eeb9](https://github.com/sabertazimi/awesome-notes/commit/f58eeb9681a8d3ca2a378beaa6bfc8ae54591901))
+* **math-analysis:** first order differential equation ([8ca5ff0](https://github.com/sabertazimi/awesome-notes/commit/8ca5ff06aff0739bc012002ee4885ef47f3c96ed))
+* **math-analysis:** partial differential equation ([644e8c2](https://github.com/sabertazimi/awesome-notes/commit/644e8c2105144dfcc5c049a14c7a6b1fc5a2c2fe))
+* **math-analysis:** radius of convergence of series ([6d41d1d](https://github.com/sabertazimi/awesome-notes/commit/6d41d1d05d6c300fb7a2ae1ae9e70242d5fb117c))
+* **math-derivative:** basic rules for derivative ([a26ce98](https://github.com/sabertazimi/awesome-notes/commit/a26ce986274c305a97d0ac2e00c431c6e68fd2ae))
+* **math-limit:** L'Hopital's rule ([311dc4d](https://github.com/sabertazimi/awesome-notes/commit/311dc4db623581085f334f125a7797c3076ad80d))
+* **math-series:** basic series in math analysis ([f8d6e6f](https://github.com/sabertazimi/awesome-notes/commit/f8d6e6fb2a24f6d841fc1283a4da02b80fe0e7fa))
+* **math-statistics:** bayes factor ([62ef50f](https://github.com/sabertazimi/awesome-notes/commit/62ef50f25ac64446a8699e26ffc5438fd6764501))
+* **math-statistics:** bayes theorem ([6fe0d34](https://github.com/sabertazimi/awesome-notes/commit/6fe0d3472400d14664719779b29f14ca96f5dc8b))
+* **math-statistics:** binomial distribution ([8572101](https://github.com/sabertazimi/awesome-notes/commit/85721019483b55fdc38441ff2819f512a43d22d2))
+* **math-statistics:** information entropy ([6895173](https://github.com/sabertazimi/awesome-notes/commit/6895173100938b58872f95b2751f0266560b1c08))
+* **node-package.json:** resolutions field to fix broken version ([2255254](https://github.com/sabertazimi/awesome-notes/commit/2255254bf8320add3b99521e34836f5d4e096e3b))
+* **react-hooks:** `useDeferredValue` work case ([bfeefd0](https://github.com/sabertazimi/awesome-notes/commit/bfeefd019a748f22e27c5337a27bad19b107a42a))
+* **react-perf:** complete guide to rendering behavior ([c2ed3be](https://github.com/sabertazimi/awesome-notes/commit/c2ed3bef4b2501c274eff9a76aeb544ff5c13431))
+* **react-RSCs:** pros of RSCs ([ffaf10c](https://github.com/sabertazimi/awesome-notes/commit/ffaf10cb7bcf9878d6ab4818d0865d53fb504bb0))
+* **web-library:** 3D framework for Svelte ([a2d9a67](https://github.com/sabertazimi/awesome-notes/commit/a2d9a67617648c11c12b786d37782d6efcf43cd7))
+* **web-library:** AST grep CLI tool ([316e04c](https://github.com/sabertazimi/awesome-notes/commit/316e04c53a48cf5f84c8a82210271e862b82fb6b))
+* **web-library:** browser extension development tool ([3b54035](https://github.com/sabertazimi/awesome-notes/commit/3b54035c4f767f19802b1f4f8ec9213558610ae7))
+* **web-library:** canvas library ([fcb0f48](https://github.com/sabertazimi/awesome-notes/commit/fcb0f481812a1bf714bff6aea554d7159ca30a18))
+* **web-library:** date picker and calendar components ([c8ea48f](https://github.com/sabertazimi/awesome-notes/commit/c8ea48fd33d2e88f86e6efb8984a106a0c1faecf))
+* **web-library:** DnD libraries ([1d91059](https://github.com/sabertazimi/awesome-notes/commit/1d910593519b8ac7cab14d7fa5bdc7b8e0ab371d))
+* **web-library:** e2e testing tool ([a076d19](https://github.com/sabertazimi/awesome-notes/commit/a076d199f483492cd6893a4b1ce7cac20408d651))
+* **web-library:** email components ([f6b4100](https://github.com/sabertazimi/awesome-notes/commit/f6b410093d413f6d7e276c2f4a5a469ef937f172))
+* **web-library:** fluid typography plugin for Tailwind.css ([78d5ea1](https://github.com/sabertazimi/awesome-notes/commit/78d5ea164a02d0dfee39973633e7cf6455454351))
+* **web-library:** functional programming in TypeScript ([c50ad1b](https://github.com/sabertazimi/awesome-notes/commit/c50ad1be5022b4976f9046ee78f074ce07b7326f))
+* **web-library:** graphics framework for Svelte ([2809681](https://github.com/sabertazimi/awesome-notes/commit/280968128849efd11cd682aca7e4c66ce81b4976))
+* **web-library:** GUI solution ([004ef58](https://github.com/sabertazimi/awesome-notes/commit/004ef58ff88aad34b1b54ed21a3fe882d56ae8e9))
+* **web-library:** guided tour and wizard flow libraries ([7334c42](https://github.com/sabertazimi/awesome-notes/commit/7334c42207a093c307544a954fb73fdbff16b67a))
+* **web-library:** markdown editors ([e3cdb09](https://github.com/sabertazimi/awesome-notes/commit/e3cdb09d27f9d581f1767393cdc7c4db6bbfdeb4))
+* **web-library:** PopIcons ([252848a](https://github.com/sabertazimi/awesome-notes/commit/252848ab50428c8a5d2094d9d5a2a5dd73b5cd20))
+* **web-library:** promise queue and map concurrently ([26680c3](https://github.com/sabertazimi/awesome-notes/commit/26680c3fbd15580509519057174814d570a13be6))
+* **web-library:** React layout components ([2b0009f](https://github.com/sabertazimi/awesome-notes/commit/2b0009f067c2e58af4b48fcd7336cd6f9f82f32d))
+* **web-library:** refine framework ([7e17cb2](https://github.com/sabertazimi/awesome-notes/commit/7e17cb29cdb98b218c27d76010cdfcdeab63642d))
+* **web-library:** SQLite3 for Node.js ([298b8b8](https://github.com/sabertazimi/awesome-notes/commit/298b8b863adba813ab51deb1f195bd196f4338f8))
+* **web-library:** tag component ([f01e88e](https://github.com/sabertazimi/awesome-notes/commit/f01e88e8b147154f77d411fbe3d3e1422c637479))
+* **web-library:** TypeScript utility library ([bf86872](https://github.com/sabertazimi/awesome-notes/commit/bf86872c3b5ebd5acb75cbcb8fb131a02dfcdf36))
+* **web-library:** user interfaces for react-three-fiber ([7edfb2a](https://github.com/sabertazimi/awesome-notes/commit/7edfb2a073537aa9ab4a73b2c63a95976c03f03d))
+* **web-perf:** `stale-while-revalidate` cache control directive ([b37bd88](https://github.com/sabertazimi/awesome-notes/commit/b37bd8856fd8df7c3305fc6a61e1537aa3797ef3))
+* **web-perf:** emulate slow third-party resources with Playwright ([da4f0c0](https://github.com/sabertazimi/awesome-notes/commit/da4f0c0950f56e42d64406315b126da206bb67f9))
+* **web-perf:** improve INP for Vanilla.js ([dce0a69](https://github.com/sabertazimi/awesome-notes/commit/dce0a69e1ec061e8ae622fbcdd15b36f0185b631))
+* **web-perf:** responsive images ([7b02991](https://github.com/sabertazimi/awesome-notes/commit/7b02991c4478afe1302e4fbc04a056c57a96941b))
+* **web-perf:** securely send request while closing tabs ([7ebb85e](https://github.com/sabertazimi/awesome-notes/commit/7ebb85eebc8e6414be947fb63e1dfda3c1fd81f9))
+
+
+### :rocket: Building Work
+
+* **prism:** add `bash` and `json` syntax highlighting ([081427d](https://github.com/sabertazimi/awesome-notes/commit/081427d42ba44da32aa1919e3f42b6d7badbf633))
+
+
+### :zap: Performance
+
+* [ImgBot] optimize images ([#522](https://github.com/sabertazimi/awesome-notes/issues/522)) ([12fb14d](https://github.com/sabertazimi/awesome-notes/commit/12fb14dbdd5dad053b061dead836716b07aaa610))
+* [ImgBot] optimize images ([#523](https://github.com/sabertazimi/awesome-notes/issues/523)) ([ebd31ec](https://github.com/sabertazimi/awesome-notes/commit/ebd31ecef53612e11d80d4a5bd8801f23091885a))
+* [ImgBot] optimize images ([#524](https://github.com/sabertazimi/awesome-notes/issues/524)) ([eec3891](https://github.com/sabertazimi/awesome-notes/commit/eec38916a62bf3b33bf1aa05964174505f72e11d))
+* [ImgBot] optimize images ([#526](https://github.com/sabertazimi/awesome-notes/issues/526)) ([57c2c5d](https://github.com/sabertazimi/awesome-notes/commit/57c2c5df43b1ded896f4ea26a0a429d16c50db48))
+* [ImgBot] optimize images ([#529](https://github.com/sabertazimi/awesome-notes/issues/529)) ([0f1348d](https://github.com/sabertazimi/awesome-notes/commit/0f1348da47839b7eb3b7aa8c1279cd58e8079979))
+
 ## [3.18.5](https://github.com/sabertazimi/awesome-notes/compare/v3.18.4...v3.18.5) (2024-05-01)
 
 

package.json

@@ -1,6 +1,6 @@
 {
   "name": "awesome-notes",
-  "version": "3.18.5",
+  "version": "3.18.6",
   "packageManager": "[email protected]",
   "description": "Personal Learning Notes (TIL)",
   "author": "sabertazimi",