repetere

repetere/jskit-learn

REPO MOVED TO https://github.com/repetere/jsonstack-data - Data Science and Machine learning in JavaScript

JavaScript
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MIT License
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A tool concentrating on converting csv data to JSON with customised parser supporting
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fs-extra contains methods that aren't included in the vanilla Node.js fs package. Such as recursive mkdir, copy, and remove.
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Simple mechanism for performing grid-search in node.js - parameter tuning for machine learning algorithms.
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Machine learning tools
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CART decision tree algorithm
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Logistic regression
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Matrix manipulation and computation library
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Naive bayes library
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Principal component analysis
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Random forest for classification and regression
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Multivariate linear regression
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FPGrowth frequent itemset mining algorithm implementation in TypeScript / JavaScript.
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ES2017 spec-compliant Object.values shim.
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Generate random variables from a variety of probability distributions. Includes tools to shuffle an array or sample from it.
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A mathematically correct random number generator library for JavaScript.
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Simplified HTTP request client.
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URI validation functions
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A inject google-tag-manager plugin for ESDoc
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General natural language (tokenizing, stemming (English, Russian, Spanish), part-of-speech tagging, sentiment analysis, classification, inflection, phonetics, tfidf, WordNet, jaro-winkler, Levenshtein distance, Dice's Coefficient) facilities for node.
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A babel plugin that adds istanbul instrumentation to ES6 code
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A Babel preset for each environment.
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BDD/TDD assertion library for node.js and the browser. Test framework agnostic.
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takes json-cov output into stdin and POSTs to coveralls.io
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Good Documentation Generator For JavaScript
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A ECMAScript proposal plugin for ESDoc
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A publish markdown plugin for ESDoc [PoC]
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A standard plugin for ESDoc
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Yet another JS code coverage tool that computes statement, line, function and branch coverage with module loader hooks to transparently add coverage when running tests. Supports all JS coverage use cases including unit tests, server side functional tests and browser tests. Built for scale
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C++ bindings for Node.js exposing a subset of matplotlib's functionality through the CPython API.
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simple, flexible, fun test framework
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Like NumPy, in JavaScript
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the Istanbul command line interface
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Pandas for JavaScript
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Resolves aliases with Rollup
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Transforms Async functions to generator functions before bundling.
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use node builtins in browser with rollup
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insert the same globals browserify does

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