TextDataLoaders_from_folder — TextDataLoaders_from

Create from imagenet style dataset in `path` with `train` and `valid` subfolders (or provide `valid_pct`)

TextDataLoaders_from_folder(
  path,
  train = "train",
  valid = "valid",
  valid_pct = NULL,
  seed = NULL,
  vocab = NULL,
  text_vocab = NULL,
  is_lm = FALSE,
  tok_tfm = NULL,
  seq_len = 72,
  backwards = FALSE,
  bs = 64,
  val_bs = NULL,
  shuffle_train = TRUE,
  device = NULL
)

Arguments

path: path
train: train data
valid: validation data
valid_pct: validation percentage
seed: random seed
vocab: vocabulary
text_vocab: text_vocab
is_lm: is_lm
tok_tfm: tok_tfm
seq_len: seq_len
backwards: backwards
bs: batch size
val_bs: validation batch size
shuffle_train: shuffle train data
device: device

Value

text loader