@thi.ng/sparse

Sparse vector & matrix implementations

v1.1.14 URL: https://unpkg.com/@thi.ng/sparse@1.1.14/index.js

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adjacency coo csc csr datastructure graph matrix sparse typescript vector

@thi.ng/text-analysis

Text tokenization, transformation & analysis transducers, utilities, stop words, porter stemming, vector encodings, similarities

v0.4.17 URL: https://unpkg.com/@thi.ng/text-analysis@0.4.17/index.js

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analysis centroid cluster composition decode dense encode frequency functional histogram k-means ngram pipeline similarity sparse stem text tf-idf tokenizer transducer typescript vocabulary vector

sparse-array

Sparse array implementation in JS with no dependencies

v1.3.2 URL: https://unpkg.com/sparse-array@1.3.2/index.js

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sparse array sparse array

@thi.ng/associative

ES Map/Set-compatible implementations with customizable equality semantics & supporting operations

v7.1.10 URL: https://unpkg.com/@thi.ng/associative@7.1.10/index.js

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cache datastructure difference equality hash intersection join map object set sparse trie typescript union

relevance-vector

Relevance Vector Regression Using "Fast Marginal Likelihood Maximisation for Sparse Bayesian Models" (Tipping, Faul; 2006) with some tweaks

v0.1.1 URL: https://unpkg.com/relevance-vector@0.1.1/rvm.js

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relevance vector machine regression rvm rvr machine learning sparse bayesian automatic relevance determination ard