28:null 29:["$","title",null,{"children":"Word2Vec | Dennis Heihoff | Observable"}] 2e:[] 2c:{"id":"ffb8809d9582eee8","slug":"word2vec","title":"Word2Vec","thumbnail":"94960371a59fd8ddf60316271d83fd86a0ea9291fece9eb858bf1ebb52820b65","access_level":"public","create_time":"$D2019-03-07T05:14:11.034Z","update_time":"$D2019-06-04T09:07:11.640Z","view_time":null,"first_public_time":"$D2019-03-07T05:38:42.260Z","has_unpublished_edits":null,"fork":false,"stars":3,"starred":false,"owner":{"type":"team","id":"481998eabc291405","login":"den1k","name":"Dennis Heihoff","avatar_url":"https://avatars-next.observableusercontent.com/01c7b59b479200282bdc5770f3256e566b4c5ece8d31a0f959215f2d70f5d18d","tier":"starter_2024"},"version":183,"publish_version":183,"role":null,"authored":false,"authors":[{"type":"individual","id":"7f26a66ad2574ea9","login":"den1k","name":"Dennis Heihoff","avatar_url":"https://avatars-next.observableusercontent.com/01c7b59b479200282bdc5770f3256e566b4c5ece8d31a0f959215f2d70f5d18d","tier":null}],"members":[{"type":"individual","id":"7f26a66ad2574ea9","login":"den1k","name":"Dennis Heihoff","avatar_url":"https://avatars-next.observableusercontent.com/01c7b59b479200282bdc5770f3256e566b4c5ece8d31a0f959215f2d70f5d18d","tier":null,"role":"editor"}],"comments":[],"custom_thumbnail":false,"trashed":false,"lapsed":null,"subscribed":null,"forks":6,"collection":null,"type":"notebook","body":{"title":"Word2Vec","cells":[{"id":31,"value":"md`# Word2Vec`","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":104,"value":"viewof resultCap = slider({\n title: \"Number of results\",\n step: 1,\n value: 5,\n max: 20,\n min: 1\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":102,"value":"md`### Nearest`","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":11,"value":"viewof word = text({ value: \"monkey\" })","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":23,"value":"arrayToList(nearest)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":9,"value":"nearest = word2Vec.nearest(word, resultCap, (err, result) => {\n let output = \"\";\n if (result) {\n for (let i = 0; i < result.length; i++) {\n output += result[i].word;\n }\n } else {\n output = \"No word vector found\";\n }\n return output;\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":71,"value":"md`### Between\n\n${html`

${viewof betweenWord1} and ${viewof betweenWord2}

`}`","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":98,"value":"arrayToList(between)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":52,"value":"between =\n !!betweenWord1 &&\n !!betweenWord2 &&\n word2Vec.average([betweenWord1, betweenWord2], 10, (err, average) => {\n average[0].word;\n })","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":150,"value":"md`### Analogy Maker\n\n${html`

\n${viewof solveWord1} is to ${viewof solveWord2}\nas${viewof solveAnalogousWord1}

`}`","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":178,"value":"md`#### result: ${analogousWord}`","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":140,"value":"analogousWord = word2Vec\n .subtract([solveWord2, solveWord1])\n .then(difference => word2Vec.add([solveAnalogousWord1, difference[0].word]))\n .then(result => result[0].word)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":94,"value":"arrayToList = arr => arr && md`${arr.map(({ word }) => `- ${word}\\n`)}`","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":0,"value":"ml5 = require(\"ml5\")","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":5,"value":"word2Vec = ml5.word2vec(\n \"https://raw.githubusercontent.com/ml5js/ml5-examples/master/p5js/Word2Vec/data/wordvecs10000.json\"\n)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":19,"value":"import {text, slider} from '@jashkenas/inputs'","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":53,"value":"viewof betweenWord1 = text({ value: \"house\" })","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":56,"value":"viewof betweenWord2 = text({ value: \"tree\" })","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":141,"value":"viewof solveWord1 = text({ value: \"pizza\" })","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":147,"value":"viewof solveAnalogousWord1 = text({ value: \"fish\" })","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":144,"value":"viewof solveWord2 = text({ value: \"humans\" })","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"}],"files":"$W2e","stdlib":"1","titling":"auto"}} 2d:"$2c:body"