TabularDataTable: TabularDataTable

In fastai: Interface to 'fastai'

TabularDataTable

Description

A 'Tabular' object with transforms

Usage

TabularDataTable(
  df,
  procs = NULL,
  cat_names = NULL,
  cont_names = NULL,
  y_names = NULL,
  y_block = NULL,
  splits = NULL,
  do_setup = TRUE,
  device = NULL,
  inplace = FALSE,
  reduce_memory = TRUE,
  ...
)

Arguments

df	A DataFrame of your data
procs	list of preprocess functions
cat_names	the names of the categorical variables
cont_names	the names of the continuous variables
y_names	the names of the dependent variables
y_block	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	cuda or cpu
inplace	If True, Tabular will not keep a separate copy of your original DataFrame in memory
reduce_memory	fastai will attempt to reduce the overall memory usage
...	additional parameters to pass

Value

None

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