This repository contains a JavaScript module designed to facilitate the preprocessing of datasets for machine learning applications. The primary functionality of the module is to scale feature data using normalization or standardization methods, and to parse training and production datasets into appropriate formats for training models.
jsonstack data is a TypeScript module with simple and efficient tools for data mining and data analysis in TypeScript. When jsonstack data used with ML.js, pandas-js, and numjs, you're left with the equivalent R/Python tool set in TypeScript.
modelscript is a javascript module with simple and efficient tools for data mining and data analysis in JavaScript. When modelscript used with ML.js, pandas-js, and numjs, you're left with the equivalent R/Python tool set in JavaScript.