Package Exports

mkdata

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Readme

mkdata

** Generate synthetic datasets for testing **

Install

npm i mkdata -S or
npm i mkdata -g or
npx mkdata ...

CLI

mkdata -d friedman1 -s 1000 -o friedman1.csv

or using stdout

mkdata -d friedman1 -s 1000 > friedman1.csv

Params:

-d, --dataset - dataset name
-f, --nFeatures - number of features
-s, --nSamples - number of samples
-n, --noise - noise size
-o, --output - output file name
-r, --randomState - seed

API

const make = require('mkdata')
const [X, y] = make.friedman1({ nSamples: 1000 })

Datasets

Friedman 1
Friedman 2
Friedman 3
Hastie
Moons
Peak
Ringnorm
Spirals