Tutorials
基于Bert的文本分类
基于CNN的文本分类
文本预训练
API
easytexminer.applications
BERT Text Classify
TextCNN Text Classify
easytexminer.core
Trainer
Evaluator
easytexminer.data
dataset for classification
dataset for sequence labeling
dataset for language modeling
easytexminer.losses
kd_loss
easytexminer.model_zoo
bert
cnn
easytexminer.utils
initialize_easytexminer
EasyTexMiner
»
easytexminer.losses
easytexminer.losses
¶
kd_loss
¶
easytexminer.losses.kd_loss.
soft_cross_entropy
(
input
,
targets
)
[source]
¶
easytexminer.losses.kd_loss.
soft_cross_entropy_tinybert
(
input
,
targets
)
[source]
¶
easytexminer.losses.kd_loss.
soft_kl_div_loss
(
input
,
targets
,
reduction
=
'batchmean'
,
**
kwargs
)
[source]
¶
easytexminer.losses.kd_loss.
mse_loss
(
inputs
,
targets
,
**
kwargs
)
[source]
¶
easytexminer.losses.kd_loss.
soft_input_mse_loss
(
inputs
,
targets
,
**
kwargs
)
[source]
¶
easytexminer.losses.kd_loss.
cosine_embedding_loss
(
input1
,
input2
,
target
,
**
kwargs
)
[source]
¶