text_classifier_learner: Text_classifier_learner
In fastai: Interface to 'fastai'

text_classifier_learner

R Documentation

Text_classifier_learner

Description

Create a 'Learner' with a text classifier from 'dls' and 'arch'.

Usage

text_classifier_learner(
  dls,
  arch,
  seq_len = 72,
  config = NULL,
  backwards = FALSE,
  pretrained = TRUE,
  drop_mult = 0.5,
  n_out = NULL,
  lin_ftrs = NULL,
  ps = NULL,
  max_len = 1440,
  y_range = NULL,
  loss_func = NULL,
  opt_func = Adam(),
  lr = 0.001,
  splitter = trainable_params,
  cbs = NULL,
  metrics = NULL,
  path = NULL,
  model_dir = "models",
  wd = NULL,
  wd_bn_bias = FALSE,
  train_bn = TRUE,
  moms = list(0.95, 0.85, 0.95)
)

Arguments

`dls`	dls
`arch`	arch
`seq_len`	seq_len
`config`	config
`backwards`	backwards
`pretrained`	pretrained
`drop_mult`	drop_mult
`n_out`	n_out
`lin_ftrs`	lin_ftrs
`ps`	ps
`max_len`	max_len
`y_range`	y_range
`loss_func`	loss_func
`opt_func`	opt_func
`lr`	lr
`splitter`	splitter
`cbs`	cbs
`metrics`	metrics
`path`	path
`model_dir`	model_dir
`wd`	wd
`wd_bn_bias`	wd_bn_bias
`train_bn`	train_bn
`moms`	moms