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[ | |
{ | |
"reviewID": 22703, | |
"artist": "massive attack", | |
"album": "mezzanine", | |
"best_new_music": 0, | |
"score": 9.3, | |
"url": "http://pitchfork.com/reviews/albums/22703-mezzanine/", | |
"pub_year": 2017, | |
"pub_date": "2017-01-08", |
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{ | |
"links": [ | |
{ | |
"source": 0, | |
"target": 80, | |
"value": 3 | |
}, | |
{ | |
"source": 1, | |
"target": 80, |
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{ | |
"links": [ | |
{ | |
"source": 0, | |
"target": 80, | |
"value": 1 | |
}, | |
{ | |
"source": 1, | |
"target": 80, |
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// Word Vectors | |
// Based on: https://github.com/turbomaze/Sentence2Vecjson | |
class Sentence2Vec { | |
static magnitude(a) { | |
let sum = a.reduce((sum, val) => { | |
return sum + val*val; | |
}, 0); | |
return Math.sqrt(sum); |
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function findNearestVector(vector, n = 2) { | |
let sentencesResults = []; | |
let sentences = []; | |
let keys = Object.keys(embedings); | |
for (let i = 0; i < keys.length; i++) { | |
let key = keys[i]; | |
let d = Sentence2Vec.distance(vector, embedings[key].message_embedding); |
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{“message”: “Let's read a story about a cat”, | |
“message_embedding”: [0.06475523114204407, -0.026618603616952896, -0.05429006740450859, 0.003563014790415764 ………..,0.06475523194004407] | |
} |
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[{"label":"fables tSNE","isSelected":true,"tSNEIteration":2269,"tSNEPerplexity":10,"tSNELearningRate":1,"tSNEis3d":true,"pcaComponentDimensions":[0,1,2],"projections":[{"pca-0":-2.609424114227295,"pca-1":-3.339651584625244,"pca-2":1.4813493490219116,"pca-3":3.22762393951416,"pca-4":4.980461120605469,"pca-5":1.0808302164077759,"pca-6":0.08054447919130325,"pca-7":-0.21798385679721832,"pca-8":4.434496879577637,"pca-9":1.351407766342163,"tsne-0":-4.513762381328071,"tsne-1":-31.21518753506229,"tsne-2":-25.019658084289098},{"pca-0":-2.545365571975708,"pca-1":-0.6909385919570923,"pca-2":-0.6142627596855164,"pca-3":6.976330757141113,"pca-4":4.312862873077393,"pca-5":2.433523178100586,"pca-6":-3.6732981204986572,"pca-7":-0.6511212587356567,"pca-8":3.1584317684173584,"pca-9":-4.005643844604492,"tsne-0":-21.68533069393206,"tsne-1":-17.91222304927763,"tsne-2":-12.387093044710955},{"pca-0":-7.4063720703125,"pca-1":3.5190980434417725,"pca-2":-1.303043246269226,"pca-3":-3.5386364459991455,"pca-4":-0.9687013626098633,"pca-5" |
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{ | |
"embeddings": [ | |
{ | |
"tensorName": "My tensor", | |
"tensorShape": [ | |
1428, | |
512 | |
], | |
"tensorPath": "https://gist.githubusercontent.com/itayniv/288f56a56031840b895548ec39e13751/raw/a761ca82d64d8f482168b8a3d6661a779fd1ae3c/gist-aesop", | |
"metadataPath": "https://gist.githubusercontent.com/itayniv/d9522bcd0f4ef34f4b17ec4d8b778d76/raw/38fb2784b7d3d757d883dcf09e346f9f733fd306/aesop-sentences", |
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"There was once a little Kid whose growing horns made him think he was a grown-up Billy Goat and able to take care of himself.", | |
"So one evening when the flock started home from the pasture and his mother called, the Kid paid no heed and kept right on nibbling the tender grass.", | |
"A little later when he lifted his head, the flock was gone.", | |
"He was all alone.", | |
"The sun was sinking.", | |
"Long shadows came creeping over the ground.", | |
"A chilly little wind came creeping with them making scary noises in the grass.", | |
"The Kid shivered as he thought of the terrible Wolf.", | |
"Then he started wildly over the field, bleating for his mother.", | |
"But not half-way, near a clump of trees, there was the Wolf!", |
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7.973010838031768799e-02 7.298394292593002319e-02 -1.076756604015827179e-02 -1.372342579998075962e-03 1.101929155993275344e-04 -5.318871140480041504e-02 1.722374372184276581e-02 -1.013276167213916779e-02 1.871551387012004852e-02 -4.644518345594406128e-02 -2.115395851433277130e-02 -2.264918573200702667e-02 -6.162046268582344055e-02 4.174619168043136597e-02 -5.361262708902359009e-02 -4.243868961930274963e-02 3.339151665568351746e-02 -4.586991295218467712e-02 6.637521833181381226e-02 1.426079403609037399e-02 5.587737262248992920e-02 -4.948882386088371277e-03 -5.042592808604240417e-02 -6.804698705673217773e-02 -5.565137416124343872e-02 4.725151881575584412e-02 5.476499721407890320e-02 5.570378154516220093e-02 6.431345641613006592e-02 1.265166141092777252e-02 6.184745952486991882e-02 -6.804304569959640503e-02 -1.951218955218791962e-02 -3.953523188829421997e-02 3.906254470348358154e-02 -4.249347001314163208e-02 -3.023998625576496124e-02 4.467409849166870117e-02 4.783548042178153992e-02 6.597110629081726074e-02 8.02 |
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