TabularTS: TabularTS

In fastai: Interface to 'fastai'

TabularTS

Description

A 'DataFrame' wrapper that knows which cols are x/y, and returns rows in '__getitem__'

Usage

TabularTS(
  df,
  procs = NULL,
  x_names = NULL,
  y_names = NULL,
  block_y = NULL,
  splits = NULL,
  do_setup = TRUE,
  device = NULL,
  inplace = FALSE
)

Arguments

df	A DataFrame of your data
procs	list of preprocess functions
x_names	predictors names
y_names	the names of the dependent variables
block_y	the TransformBlock to use for the target
splits	How to split your data
do_setup	A parameter for if Tabular will run the data through the procs upon initialization
device	device name
inplace	If True, Tabular will not keep a separate copy of your original DataFrame in memory

Value

None

fastai documentation built on June 22, 2024, 11:15 a.m.