modelscript (the @modelx/data package) is a TypeScript/JavaScript library that provides Python‑/R‑style data‑science utilities for the browser or Node. It offers CSV loading, a DataSet class for preprocessing (scaling, encoding, column handling, train‑test splits, cross‑validation, etc.), basic statistical helpers, and thin wrappers around popular JS ML tools (ML.js, pandas‑js, numjs) plus simple reinforcement‑learning algorithms. The project is aimed at developers who want to perform data‑mining, preprocessing, and lightweight machine‑learning workflows directly in JavaScript/TypeScript.
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Support the dependencies of repetere/jsonstack-data
A tool concentrating on converting csv data to JSON with customised parser supporting
Simple mechanism for performing grid-search in node.js - parameter tuning for machine learning algorithms.
Confusion matrix for supervised classification
Matrix manipulation and computation library
Functions for computing stats on arrays and matrices
FPGrowth frequent itemset mining algorithm implementation in TypeScript / JavaScript.
Generate random variables from a variety of probability distributions. Includes tools to shuffle an array or sample from it.
A mathematically correct random number generator library for JavaScript.
URI validation functions
Lint your commit messages
Shareable commitlint config enforcing conventional commits
esbuild plugin to add web polyfills to support node core modules and globals
semantic-release plugin to create or update a changelog file
semantic-release plugin to analyze commits with conventional-changelog
semantic-release plugin to commit release assets to the project's git repository
semantic-release plugin to publish a npm package
semantic-release plugin to generate changelog content with conventional-changelog
TypeScript definitions for jest
TypeScript definitions for lodash.range
TypeScript definitions for lodash.rangeright
TypeScript definitions for probability-distributions
TypeScript definitions for valid-url
An extremely fast JavaScript and CSS bundler and minifier.
Modern native Git hooks
Minimal JavaScript module loader
Delightful JavaScript Testing.
CART decision tree algorithm
k-nearest neighbors algorithm
Random forest for classification and regression
Multivariate linear regression
A Jest transformer with source map support that lets you use Jest to test projects written in TypeScript
Runtime library for TypeScript helper functions
Create api documentation for TypeScript projects.
TypeScript is a language for application scale JavaScript development
JavaScript's functional programming helper library.
Support the repos that depend on this repository
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yawetse
59 contributions
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36 contributions
semantic-release-bot
7 contributions
renovate-bot
6 contributions
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