linearcorex: Fit linearcorex to a dataset

View source: R/linearcorex.R

linearcorexR Documentation

Fit linearcorex to a dataset

Description

EXPERIMENTAL implmentation of linearcorex algorithm

Usage

linearcorex(
  data,
  n_hidden = 10,
  max_iter = 10000,
  tol = 1e-05,
  anneal = TRUE,
  discourage_overlap = TRUE,
  gaussianize = "standard",
  verbose = FALSE
)

Arguments

data

Data provided by user.

n_hidden

An integer number of hidden variables to search for. Default = 10.

max_iter

numeric. Maximum number of iterations. Default = 10000

tol

Tolerance

anneal

Default = TRUE

discourage_overlap

Default = TRUE

gaussianize

Default = standard

verbose

Default = FALSE

Details

Experimental implementation of https://github.com/gregversteeg/LinearCorex. Currently not fully tested.

Value

Returns linearcorex fit objects as a list


jpkrooney/rcorex documentation built on July 25, 2022, 1:37 a.m.