chore(release): 3.18.7

CHANGELOG.md

@@ -2,6 +2,128 @@
 
 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.
 
+## [3.18.7](https://github.com/sabertazimi/awesome-notes/compare/v3.18.6...v3.18.7) (2024-06-15)
+
+
+### :sparkles: Today I Learned
+
+* **ai-CNN:** mnist keras example ([e39d812](https://github.com/sabertazimi/awesome-notes/commit/e39d8126e615e3f0a5556cec3f938e0b3d358e91))
+* **ai-DL:** adaptive learning rate ([6ca4071](https://github.com/sabertazimi/awesome-notes/commit/6ca4071f5853e0c29401d1a0d24fed2d809280a3))
+* **ai-DL:** alignment vector addition to output ([ef75fe0](https://github.com/sabertazimi/awesome-notes/commit/ef75fe0753fd398222238932fe4a76c42d2d63e0))
+* **ai-DL:** architecture of BERT and GPT ([792403a](https://github.com/sabertazimi/awesome-notes/commit/792403a082a1a1957dd40963b5a7bd46b6858d07))
+* **ai-DL:** BERT adapters ([3b8e7da](https://github.com/sabertazimi/awesome-notes/commit/3b8e7da4cedeb8a379d486e13d6efac9b0bde3fa))
+* **ai-DL:** BERT model ([e1ff38b](https://github.com/sabertazimi/awesome-notes/commit/e1ff38b7db217512235eaa1e7c9ad9f890796726))
+* **ai-DL:** change loss function for easier optimization ([5a3a8d3](https://github.com/sabertazimi/awesome-notes/commit/5a3a8d353a514a55a455d24b413ac3c6f914dfc2))
+* **ai-DL:** convolutional layer ([1883d9b](https://github.com/sabertazimi/awesome-notes/commit/1883d9b0c85449646b99155cd1753e84750cc106))
+* **ai-DL:** critical point in gradient descent ([30c1823](https://github.com/sabertazimi/awesome-notes/commit/30c18231751955c1994c18e7230e595f1cba8c05))
+* **ai-DL:** generative adversarial networks ([78c116d](https://github.com/sabertazimi/awesome-notes/commit/78c116d91c795f735e4bc3453e59411fb89c56b6))
+* **ai-DL:** in-context learning ([7b13ae2](https://github.com/sabertazimi/awesome-notes/commit/7b13ae29d25702be0f441eebd5128b1896eae4c2))
+* **ai-DL:** instruction-tuning ([dda0c4e](https://github.com/sabertazimi/awesome-notes/commit/dda0c4e65390d08b31d66a182190e93eb247d735))
+* **ai-DL:** learning rate adjustment strategies ([fdb6132](https://github.com/sabertazimi/awesome-notes/commit/fdb61328b940d159511090e0905c30659dbf2eba))
+* **ai-DL:** long short-term memory network ([8771b3a](https://github.com/sabertazimi/awesome-notes/commit/8771b3af1df098ec8c67a4db5b1fd7fbcd4db8d4))
+* **ai-DL:** pre-trained models and downstream tasks ([f46981a](https://github.com/sabertazimi/awesome-notes/commit/f46981ac483edf48952c3a50cc5da85010fbd7c2))
+* **ai-DL:** recurrent neural networks ([5af5d82](https://github.com/sabertazimi/awesome-notes/commit/5af5d8230e222a73c4ecccca6af1bf7874385953))
+* **ai-DL:** saddle point ([9c34687](https://github.com/sabertazimi/awesome-notes/commit/9c34687ddb1c3e622a1ebfd5f1de2110988cdf9e))
+* **ai-DL:** selective synaptic plasticity loss function ([17c8380](https://github.com/sabertazimi/awesome-notes/commit/17c8380146606a1f9051a5ef78de4c26326f535a))
+* **ai-DL:** self-attention calculation by matrix multiplication ([3839db4](https://github.com/sabertazimi/awesome-notes/commit/3839db4100a903bfdc4e63136df409e8bb998c0e))
+* **ai-DL:** small batch vs large batch ([2f7ddbf](https://github.com/sabertazimi/awesome-notes/commit/2f7ddbfd8ae07ea1bd7516934ea8799d61cf1aca))
+* **ai-DL:** spatial transformer networks ([33f6b48](https://github.com/sabertazimi/awesome-notes/commit/33f6b4860b0850ff1ec34a499d6b8d7c54181ad0))
+* **ai-DL:** use activation function to fit complex function ([ce182da](https://github.com/sabertazimi/awesome-notes/commit/ce182da5ace7ceb645d5a604b2ef9e41994819e4))
+* **ai-DL:** variational auto-encoders ([6975d7d](https://github.com/sabertazimi/awesome-notes/commit/6975d7d65bd01a360c7bbb531169b547e4503453))
+* **ai-DL:** why deep learning ([c5b2fe5](https://github.com/sabertazimi/awesome-notes/commit/c5b2fe53767ee0dad9cb3a42147b4d3d18c362ea))
+* **ai-gen:** 26 design principles for prompt engineering ([22f3642](https://github.com/sabertazimi/awesome-notes/commit/22f36422f3c24485174dbc37e21727c462dd1c12))
+* **ai-gen:** AI agents ([446844a](https://github.com/sabertazimi/awesome-notes/commit/446844aaa73575fb4030402c54d1c5a53411408f))
+* **ai-gen:** alignment for LLMs ([417cbe0](https://github.com/sabertazimi/awesome-notes/commit/417cbe0c27d8b30bab1b774d4616ee910691d124))
+* **ai-gen:** AR and NAR models ([362f730](https://github.com/sabertazimi/awesome-notes/commit/362f7301e9783fe1310b5d79a2b78b2620ff3871))
+* **ai-gen:** basic elements of a prompt ([1d5a2ef](https://github.com/sabertazimi/awesome-notes/commit/1d5a2efc14d05424964d33813cc5c9ea8e590b33))
+* **ai-gen:** chain-of-thought prompting ([0e5ef4e](https://github.com/sabertazimi/awesome-notes/commit/0e5ef4e4da9d1cea6bfb92f3f83f68122a057fa6))
+* **ai-gen:** ChatGPT alignment ([d0c1d2d](https://github.com/sabertazimi/awesome-notes/commit/d0c1d2dcacf74336e8ef3264d170420085895d52))
+* **ai-gen:** data for LLMs ([be4ff1b](https://github.com/sabertazimi/awesome-notes/commit/be4ff1b112f2e652152ffb318116b04fba75073c))
+* **ai-gen:** diffusion model ([ee5e52a](https://github.com/sabertazimi/awesome-notes/commit/ee5e52ae3f69c35786573232c480de11ac89ea09))
+* **ai-gen:** encoder-decoder generative framework ([d08043b](https://github.com/sabertazimi/awesome-notes/commit/d08043badaf0e02330c1c154e8aba5e998cb8d81))
+* **ai-gen:** exchange-of-thought ([1d0b695](https://github.com/sabertazimi/awesome-notes/commit/1d0b695809d67c949965c973ef59201915d78d8c))
+* **ai-gen:** good parts of instruction-tuning ([54c8619](https://github.com/sabertazimi/awesome-notes/commit/54c86197be32d2d3047663def6ceec5173ca8dba))
+* **ai-gen:** how to fine-tune LLM ([3d55c9e](https://github.com/sabertazimi/awesome-notes/commit/3d55c9e7d6aab08195c8e34b00b1f9830e449bfc))
+* **ai-gen:** human alignment for LLMs ([d389a9a](https://github.com/sabertazimi/awesome-notes/commit/d389a9a30b1170b008dbc2a445c7504d3c5d8652))
+* **ai-gen:** key advantage of self-attention mechanism ([b4bca1d](https://github.com/sabertazimi/awesome-notes/commit/b4bca1d5d0a6f3e4ea3f56e48b4806ca92990a62))
+* **ai-gen:** labelled data and human feedback ([ad95083](https://github.com/sabertazimi/awesome-notes/commit/ad95083d0eb34edf4e96ccf51ddb36810e0681bc))
+* **ai-gen:** LLMs cooperation ([cf076bb](https://github.com/sabertazimi/awesome-notes/commit/cf076bb18d4d3f0bf90693f8a348a50b3318f174))
+* **ai-gen:** LLMs survey ([972f62f](https://github.com/sabertazimi/awesome-notes/commit/972f62f349dec4f8aa265771dc7e49cd93751538))
+* **ai-gen:** low-rank adaptation fine-tuning ([784e7ec](https://github.com/sabertazimi/awesome-notes/commit/784e7ecb850bcbfafe80b25516820141033fad7a))
+* **ai-gen:** machine prompting ([db6ecae](https://github.com/sabertazimi/awesome-notes/commit/db6ecaeac7b1496d06154560cbc119f3b9d46bad))
+* **ai-gen:** midjourney cookbook ([27ce6cf](https://github.com/sabertazimi/awesome-notes/commit/27ce6cf22df1f26689fbb18a11eaef83240bcc61))
+* **ai-gen:** multi-agent collaboration ([1c6c093](https://github.com/sabertazimi/awesome-notes/commit/1c6c093f7ed8f49577e3f0d59063badc4b376ad0))
+* **ai-gen:** multi-agent debate ([69c81e8](https://github.com/sabertazimi/awesome-notes/commit/69c81e852c62ec2f29538575b6b74da6493c55b9))
+* **ai-gen:** program-aided prompting ([3263160](https://github.com/sabertazimi/awesome-notes/commit/3263160daf0f277eaccd0aa59d97bf43b8d1dab1))
+* **ai-gen:** prompt compression ([b204bf3](https://github.com/sabertazimi/awesome-notes/commit/b204bf3710e887eaac562966d60678a629eef989))
+* **ai-gen:** prompt engineering guide ([7140bc7](https://github.com/sabertazimi/awesome-notes/commit/7140bc720e2629da4df262ebdc129c368a9799ab))
+* **ai-gen:** quality in and quality out ([27b8559](https://github.com/sabertazimi/awesome-notes/commit/27b8559223750e4ee57eb4a128dc093984c32426))
+* **ai-gen:** RAG workflow diagram ([0e05b99](https://github.com/sabertazimi/awesome-notes/commit/0e05b99e996edce1a6b9fceb22929d712ff3d9e5))
+* **ai-gen:** ReAct prompting ([209bc7b](https://github.com/sabertazimi/awesome-notes/commit/209bc7b73d3e9058b4a8d94d3e9c7463a9b81663))
+* **ai-gen:** recursive re-prompting and revision ([dd15b9b](https://github.com/sabertazimi/awesome-notes/commit/dd15b9b7b69cea3933fc3dcc20f8465756c13c12))
+* **ai-gen:** reinforcement learning from human feedback ([00b4511](https://github.com/sabertazimi/awesome-notes/commit/00b45119edfc7c84dd01a086d89578d1df22fe16))
+* **ai-gen:** retrieval-augmented generation ([dd87ac3](https://github.com/sabertazimi/awesome-notes/commit/dd87ac3b38d8352a92b273beecea3224bd3a0e18))
+* **ai-gen:** retrieval-augmented generation example ([3f17c9e](https://github.com/sabertazimi/awesome-notes/commit/3f17c9ea569e659447e90ce3594774ee1cf56bf8))
+* **ai-gen:** retrieve-augmented generation ([fe82f8b](https://github.com/sabertazimi/awesome-notes/commit/fe82f8bb3cb48f37ec5067a4c49ef1f398e61d3a))
+* **ai-gen:** reward model as human feedback ([42c3aec](https://github.com/sabertazimi/awesome-notes/commit/42c3aec44f6f97ab450b9fc09bb59cd8a7598630))
+* **ai-gen:** RLHF focus on three aspects ([333f66a](https://github.com/sabertazimi/awesome-notes/commit/333f66aba5db69d9615404f60a6a5d2c8c8f4950))
+* **ai-gen:** scaling law and emergent ability ([2738870](https://github.com/sabertazimi/awesome-notes/commit/27388707dec25e2bb1a5daf0f2b15578107ce655))
+* **ai-gen:** speculative decoding ([90c9842](https://github.com/sabertazimi/awesome-notes/commit/90c98421c0c799bfecd6f0801ac250a74cd8a8d9))
+* **ai-gen:** targets of RLHF ([97c5a22](https://github.com/sabertazimi/awesome-notes/commit/97c5a22bf066a69f743b4e4685299d866463db01))
+* **ai-gen:** task decomposition prompting ([0396edb](https://github.com/sabertazimi/awesome-notes/commit/0396edb7f68d742365728095a78b70aa8dceb78d))
+* **ai-gen:** task planning ([8d632de](https://github.com/sabertazimi/awesome-notes/commit/8d632de5744d5b12fc1d815e4733615f47adebf3))
+* **ai-gen:** tree of thoughts example ([4547840](https://github.com/sabertazimi/awesome-notes/commit/454784039d508c7fbd9003317a3afc6568b312e2))
+* **ai-library:** multi-agent framework ([2329517](https://github.com/sabertazimi/awesome-notes/commit/2329517d31b8b1c0e76f6ac5dd0bc9bb8e2541d0))
+* **ai-llm:** ChatGPT learning process ([3664f13](https://github.com/sabertazimi/awesome-notes/commit/3664f1350789b4561756672a97a72d24cc3fe526))
+* **ai-ML:** actor-critic model for reinforcement learning ([b65c8e3](https://github.com/sabertazimi/awesome-notes/commit/b65c8e3b2ea593bd5b277185245f6d930de162f6))
+* **ai-ML:** auto-encoder applications ([5cfcce4](https://github.com/sabertazimi/awesome-notes/commit/5cfcce478df888d5b971772b20d151fc7461bf2a))
+* **ai-ML:** cycle GAN for unpaired image-to-image translation ([1f99b7b](https://github.com/sabertazimi/awesome-notes/commit/1f99b7b8610d1b3d59ecae12924d3bd291f8bb31))
+* **ai-ML:** discounted cumulated reward formula ([3057b65](https://github.com/sabertazimi/awesome-notes/commit/3057b650f8c980ba64b03af35dc71f009b959eca))
+* **ai-ML:** explainable AI ([3cb5528](https://github.com/sabertazimi/awesome-notes/commit/3cb5528dd79597a47078d7f092cccababe9d45c0))
+* **ai-ML:** extreme example of overfitting ([fee6419](https://github.com/sabertazimi/awesome-notes/commit/fee641960e9008177181c5c985f1a361c6847f87))
+* **ai-ML:** inverse reinforcement learning ([4229a0a](https://github.com/sabertazimi/awesome-notes/commit/4229a0ad215e3d1171b43fc78ea2437d0b1a1f95))
+* **ai-ML:** learn from rewards and mistakes ([a0e3506](https://github.com/sabertazimi/awesome-notes/commit/a0e35065a16d24a5aea6b81faf3924839a601edf))
+* **ai-ML:** normalization ([ce77540](https://github.com/sabertazimi/awesome-notes/commit/ce77540fd8bc299469e80ac61dac5751dc9bd73c))
+* **ai-ML:** prevent overfitting ([20ed803](https://github.com/sabertazimi/awesome-notes/commit/20ed80307cc4a7d862c7284c8c3179c7b8f65f5a))
+* **ai-ML:** principal component analysis ([b6700f9](https://github.com/sabertazimi/awesome-notes/commit/b6700f9b40150220565b23d312419a8e69f1cfcc))
+* **ai-ML:** reinforcement learning ([89cc325](https://github.com/sabertazimi/awesome-notes/commit/89cc325ee73c198868e1a8d510af1f5dae0e1627))
+* **ai-ML:** self-supervised learning story ([5c384c3](https://github.com/sabertazimi/awesome-notes/commit/5c384c329af424f4a0c2c07501f35049e4e140b1))
+* **ai-ML:** structured learning ([2a4ab42](https://github.com/sabertazimi/awesome-notes/commit/2a4ab4272706a5c65e73cd701f74b52fd60c0c72))
+* **ai-ML:** structured linear model ([7ba7c38](https://github.com/sabertazimi/awesome-notes/commit/7ba7c383aa6d8d509976243fe79b470a7cefa5d0))
+* **ai-ML:** underfitting issue ([c85ac98](https://github.com/sabertazimi/awesome-notes/commit/c85ac98842f4cb6f6fd5d6cd16c3f5fbceeea4e1))
+* **ai-NLP:** word embedding ([36263be](https://github.com/sabertazimi/awesome-notes/commit/36263be0afc4a1136e30e4909ad2ec8c7abc4a6e))
+* **css-design:** design tokens naming convention ([34002d9](https://github.com/sabertazimi/awesome-notes/commit/34002d977c65a8837351d0badc019741e868d3c2))
+* **deps:** update dependencies (non-major) ([#533](https://github.com/sabertazimi/awesome-notes/issues/533)) ([21d4e05](https://github.com/sabertazimi/awesome-notes/commit/21d4e054238471f39770e8c178b39eff37ee93f0))
+* **deps:** update dependencies (non-major) ([#537](https://github.com/sabertazimi/awesome-notes/issues/537)) ([569b644](https://github.com/sabertazimi/awesome-notes/commit/569b644f11c522cfe33cd41e8714a7a2b7987437))
+* **deps:** update dependencies (non-major) ([#540](https://github.com/sabertazimi/awesome-notes/issues/540)) ([fc94c41](https://github.com/sabertazimi/awesome-notes/commit/fc94c41484b32d08c2f25f00d0ac8ae888f84d1b))
+* **react-compiler:** `useMemoCache` hook for React Compiler ([9a72877](https://github.com/sabertazimi/awesome-notes/commit/9a72877067a9330e62e2e7e76d3360b22ce8e8e3))
+* **web-library:** collaborative utils ([b57742c](https://github.com/sabertazimi/awesome-notes/commit/b57742cbdb5dca3d35d8d3a1d4f51309c289a68f))
+* **web-library:** geo library ([45587c2](https://github.com/sabertazimi/awesome-notes/commit/45587c20efa463db42ed52c52389818f892a5a81))
+* **web-library:** human-friendly date picker ([0bf5606](https://github.com/sabertazimi/awesome-notes/commit/0bf5606d2a40b804cd54b718c4b206801ba75e08))
+* **web-library:** modern execa ([025e9ef](https://github.com/sabertazimi/awesome-notes/commit/025e9effebbd96c9038f6ff81e3d23cd1ae195bf))
+* **web-library:** mouse-tracing glow effect library ([ea8f085](https://github.com/sabertazimi/awesome-notes/commit/ea8f0851dac39adff9f8d95487e69fb714dac362))
+* **web-library:** music notation and guitar tablature rendering library ([e720d5d](https://github.com/sabertazimi/awesome-notes/commit/e720d5d25bd3212ce5b6357b19caf8cabf00ace3))
+* **web-library:** one time password input ([bbd7647](https://github.com/sabertazimi/awesome-notes/commit/bbd764711fd8a5fa73b234b4c1e4560a62bbf15b))
+* **web-library:** optimize compiler for React.js ([a017c83](https://github.com/sabertazimi/awesome-notes/commit/a017c832c4848eee127238d6755bd21bfce7b2df))
+* **web-library:** pglite database ([335f93f](https://github.com/sabertazimi/awesome-notes/commit/335f93f82e1fbb9b37b556fce0b60ca30f25278d))
+* **web-library:** schema validation library ([21835c6](https://github.com/sabertazimi/awesome-notes/commit/21835c6a344204a991191d0468c3e09f387d1cf3))
+* **web-library:** whiteboard and canvas tool ([aa8814e](https://github.com/sabertazimi/awesome-notes/commit/aa8814e6eb60d9e12113f3d8957ba355021fa29f))
+
+
+### :rocket: Building Work
+
+* **tsconfig:** enable strict null checks ([91cde2f](https://github.com/sabertazimi/awesome-notes/commit/91cde2fdbbdfcb66aa3c21f96c5e155974d672db))
+
+
+### :zap: Performance
+
+* [ImgBot] optimize images ([#531](https://github.com/sabertazimi/awesome-notes/issues/531)) ([0806fc8](https://github.com/sabertazimi/awesome-notes/commit/0806fc86a8fa90c96ca11d286f5f7c058031d52e))
+* [ImgBot] optimize images ([#532](https://github.com/sabertazimi/awesome-notes/issues/532)) ([71f2c5e](https://github.com/sabertazimi/awesome-notes/commit/71f2c5e0b6e4f8e5cf3cc62abdded3cd5c1d73b2))
+* [ImgBot] optimize images ([#534](https://github.com/sabertazimi/awesome-notes/issues/534)) ([3d267ec](https://github.com/sabertazimi/awesome-notes/commit/3d267ec39cf733d8373e1816457bbb1b868389ee))
+* [ImgBot] optimize images ([#536](https://github.com/sabertazimi/awesome-notes/issues/536)) ([dba8a7a](https://github.com/sabertazimi/awesome-notes/commit/dba8a7a8f5697fb1f637e264903f6c0b7ab80202))
+* [ImgBot] optimize images ([#539](https://github.com/sabertazimi/awesome-notes/issues/539)) ([e42c839](https://github.com/sabertazimi/awesome-notes/commit/e42c8399c4ced3b27c87e40986cde44f16fb906e))
+* [ImgBot] optimize images ([#541](https://github.com/sabertazimi/awesome-notes/issues/541)) ([2ae4b27](https://github.com/sabertazimi/awesome-notes/commit/2ae4b270c47acc94d5f1d5b9a15a6b4e1b28fdf0))
+
 ## [3.18.6](https://github.com/sabertazimi/awesome-notes/compare/v3.18.5...v3.18.6) (2024-05-15)
 
 

package.json

@@ -1,6 +1,6 @@
 {
   "name": "awesome-notes",
-  "version": "3.18.6",
+  "version": "3.18.7",
   "packageManager": "[email protected]",
   "description": "Personal Learning Notes (TIL)",
   "author": "sabertazimi",