fastai: TabularDataTable – R documentation

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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

Interface to 'fastai'

v2.0.7

Apache License 2.0

Authors

Turgut Abdullayev [ctb, cre, cph, aut]

Initial release

TabularDataTable

Description

Usage

Arguments

Value

fastai

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