58 lines
1.3 KiB
JavaScript
58 lines
1.3 KiB
JavaScript
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/**
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* @license Apache-2.0
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*
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* Copyright (c) 2018 The Stdlib Authors.
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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'use strict';
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/**
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* Latent Dirichlet Allocation via collapsed Gibbs sampling.
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*
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* @module @stdlib/nlp/lda
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*
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* @example
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* var lda = require( '@stdlib/nlp/lda' );
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*
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* var words;
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* var model;
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* var docs;
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*
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* docs = [
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* 'I loved you first',
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* 'For one is both and both are one in love',
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* 'You never see my pain',
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* 'My love is such that rivers cannot quench',
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* 'See a lot of pain, a lot of tears'
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* ];
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*
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* model = lda( docs, 2 );
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* // returns {}
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*
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* model.fit( 1000, 100, 10 );
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*
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* words = getTerms( 0, 3 );
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* // e.g., returns [ { word: 'both', prob: ~0.0632 }, { word: 'pain', prob: ~0.0552 }, ... ]
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*/
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// MODULES //
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var lda = require( './lda.js' );
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// EXPORTS //
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module.exports = lda;
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