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allow empty credits
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  • content-testing
  • content/videos/livestreams/sentence-embeddings/clustering-sentence-embeddings

2 files changed

+21
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β€Žcontent-testing/schemas.js

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@@ -125,7 +125,6 @@ const baseVideosSchema = strictObject({
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url: string().url()
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}).required()
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)
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.min(1)
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.required()
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});
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β€Žcontent/videos/livestreams/sentence-embeddings/clustering-sentence-embeddings/index.json

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{
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"title": "Sentence Embeddings with transformers.js and umap",
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"description": "In the livestream, I demonstrate how to visualize sentence embeddings with transfomers.js and umap",
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"videoNumber": "",
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"title": "Sentence Embeddings with transformers.js and UMAP",
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"description": "In the livestream, I demonstrate how to visualize sentence embeddings with transfomers.js and UMAP",
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"videoId": "1mwguqeEz8c",
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"date": "2023-12-04",
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"languages": ["Transformers.js"],
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"topics": ["transformers", "embeddings", "retrieval augmented generation", "umap"],
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"topics": ["transformers", "embeddings", "retrieval augmented generation", "UMAP"],
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"canContribute": true,
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"relatedChallenges": ["39-madlibs-generator", "37-diastic-machine", "44-afinn-111-sentiment-analysis"],
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"timestamps": [
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{ "time": "1:11:29", "title": "Find a dataset on Corpora" },
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{ "time": "1:15:14", "title": "Get embeddings" },
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{ "time": "1:30:51", "title": "Embedding projector" },
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{ "time": "1:49:03", "title": "umap.js" },
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{ "time": "1:54:30", "title": "umap parameters" },
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{ "time": "2:00:51", "title": "Visualize umap results" },
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{ "time": "1:49:03", "title": "UMAP.js" },
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{ "time": "1:54:30", "title": "UMAP parameters" },
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{ "time": "2:00:51", "title": "Visualize UMAP results" },
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{ "time": "2:07:41", "title": "Step through one cycle of the algorithm" },
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{ "time": "2:14:56", "title": "Add raw embeddings json data" },
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{ "time": "2:17:47", "title": "Change circles to text" },
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],
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"codeExamples": [
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{
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"title": "Umap - P5 function name embeddings",
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"description": "Visualize the P5 functionname embeddings",
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"title": "UMAP - p5 function name embeddings",
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"description": "Visualize the p5 functionname embeddings",
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"image": "p5.jpg",
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"urls": { "p5": "https://editor.p5js.org/a2zitp/sketches/p63QTp0Sd" }
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},
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{
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"title": "Umap - random embeddings",
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"description": "Visualizing the umap with random data",
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"title": "UMAP - random embeddings",
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"description": "Visualizing the UMAP with random data",
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"image": "umap1.jpg",
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"urls": { "p5": "https://editor.p5js.org/codingtrain/sketches/9CpF5OVy4" }
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},
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{
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"title": "Umap - tv show embeddings",
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"description": "Visualize the tv embeddings",
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"title": "UMAP - TV show embeddings",
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"description": "Visualize the TV embeddings",
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"image": "umap3.jpg",
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"urls": { "p5": "https://editor.p5js.org/codingtrain/sketches/AebzAbSpU" }
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},
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{
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"title": "Save Embeddings JSON",
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"description": "Github repo with informatiand and resources about saving embeddings",
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"description": "Github repo with information and resources about saving embeddings",
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"image": "",
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"urls": { "other": "https://github.com/Programming-from-A-to-Z/Save-Embeddings-JSON" }
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}
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},
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{
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"icon": "πŸ”—",
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"title": "umap-js Github Repo",
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"url": "https://github.com/PAIR-code/umap-js",
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"description": "umap-js Github repo"
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"title": "UMAP-js Github Repo",
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"url": "https://github.com/PAIR-code/UMAP-js",
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"description": "JavaScript implementation of UMAP"
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},
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{
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"icon": "πŸ”—",
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"title": "Understanding UMAP",
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"url": "https://pair-code.github.io/understanding-umap",
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"url": "https://pair-code.github.io/understanding-UMAP",
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"description": "Article by Coenen and Pearce about UMAP."
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},
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{
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},
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{
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"icon": "πŸ”—",
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"title": "tv_shows.json",
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"title": "TV Shows Data",
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"url": "https://github.com/dariusk/corpora/blob/master/data/film-tv/tv_shows.json",
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"description": "JSON file with a list of 1000 tv shows"
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"description": "JSON file with a list of 1000 TV shows from [Corpora](https://github.com/dariusk/corpora)."
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},
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{
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"icon": "πŸ”—",
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"title": "TV show embeddings",
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"url": "https://raw.githubusercontent.com/CodingTrain/Embeddings-Live/main/tv-embeddings.json",
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"description": "tv show embeddings"
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"description": "TV show embeddings JSON"
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},
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{
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"icon": "πŸ”—",
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]
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}
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],
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"credits": [
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{ "title": "Editing", "name": "Mathieu Blanchette" },
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{ "title": "Animations", "name": "Jason Heglund" }
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]
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"credits": []
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}

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