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add links for variational RNN

tags/v0.4.10
ChenXin 5 years ago
parent
commit
9555d471a9
2 changed files with 7 additions and 4 deletions
  1. +0
    -1
      fastNLP/__init__.py
  2. +7
    -3
      fastNLP/modules/encoder/variational_rnn.py

+ 0
- 1
fastNLP/__init__.py View File

@@ -37,7 +37,6 @@ __all__ = [
"WarmupCallback", "WarmupCallback",
'SaveModelCallback', 'SaveModelCallback',
"EchoCallback", "EchoCallback",
"TesterCallback",
"CallbackException", "CallbackException",
"EarlyStopError", "EarlyStopError",


+ 7
- 3
fastNLP/modules/encoder/variational_rnn.py View File

@@ -1,5 +1,6 @@
"""undocumented """undocumented
Variational RNN 的 Pytorch 实现
Variational RNN 及相关模型的 fastNLP实现,相关论文参考:
`A Theoretically Grounded Application of Dropout in Recurrent Neural Networks (Yarin Gal and Zoubin Ghahramani, 2016) <https://arxiv.org/abs/1512.05287>`_
""" """


__all__ = [ __all__ = [
@@ -227,6 +228,7 @@ class VarRNNBase(nn.Module):
class VarLSTM(VarRNNBase): class VarLSTM(VarRNNBase):
""" """
Variational Dropout LSTM. Variational Dropout LSTM.
相关论文参考:`A Theoretically Grounded Application of Dropout in Recurrent Neural Networks (Yarin Gal and Zoubin Ghahramani, 2016) <https://arxiv.org/abs/1512.05287>`_


""" """


@@ -253,7 +255,8 @@ class VarLSTM(VarRNNBase):
class VarRNN(VarRNNBase): class VarRNN(VarRNNBase):
""" """
Variational Dropout RNN. Variational Dropout RNN.

相关论文参考:`A Theoretically Grounded Application of Dropout in Recurrent Neural Networks (Yarin Gal and Zoubin Ghahramani, 2016) <https://arxiv.org/abs/1512.05287>`_
""" """


def __init__(self, *args, **kwargs): def __init__(self, *args, **kwargs):
@@ -279,7 +282,8 @@ class VarRNN(VarRNNBase):
class VarGRU(VarRNNBase): class VarGRU(VarRNNBase):
""" """
Variational Dropout GRU. Variational Dropout GRU.

相关论文参考:`A Theoretically Grounded Application of Dropout in Recurrent Neural Networks (Yarin Gal and Zoubin Ghahramani, 2016) <https://arxiv.org/abs/1512.05287>`_
""" """


def __init__(self, *args, **kwargs): def __init__(self, *args, **kwargs):


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