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Pytorch + NLP, 一份友好的项目实践仓库

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textclassification's Issues

attention计算问题

LSTM_ATT/LSTMATT.py文件中的第42行score = torch.tanh(torch.matmul(outputs, self.W_w))，为什么用双向LSTM的output与一个参数矩阵相乘就是score？请问这里确定没有问题？如果没有问题请给解答一下这里得到score的原理，十分感谢！

词向量文件问题

/search/hadoop02/suanfa/songyingxin/data/embedding/glove/glove.840B.300d.txt
你好，这个文件可以分享一下吗？

nn.init.orthogonal_(getattr(self.rnn, f'weight_hh_l{i}')) nn.init.kaiming_normal_(getattr(self.rnn, f'weight_ih_l{i}')) nn.init.constant_(getattr(self.rnn, f'bias_hh_l{i}'), val=0) nn.init.constant_(getattr(self.rnn, f'bias_ih_l{i}'), val=0) getattr(self.rnn, f'bias_hh_l{i}').chunk(4)[1].fill_(1)
想请教下博主参数初始化这部分，这里对weight和bias的初始化是对LSTM中各个门和候选记忆细胞所有参数的初始化吗？最后一句getattr(self.rnn, f'bias_hh_l{i}').chunk(4)[1].fill_(1)是什么意思呢？

找不到指定的模块。

请问这个是什么问题呢？

Traceback (most recent call last):
  File "C:/Users/46743/Desktop/project/TextClassification/TextClassification-master/run_SST.py", line 17, in <module>
    from Utils.utils import word_tokenize, get_device, epoch_time, classifiction_metric
  File "C:\Users\46743\Desktop\project\TextClassification\TextClassification-master\Utils\utils.py", line 5, in <module>
    from sklearn import metrics
  File "G:\Software\Python\3.7\lib\site-packages\sklearn\__init__.py", line 80, in <module>
    from .base import clone
  File "G:\Software\Python\3.7\lib\site-packages\sklearn\base.py", line 21, in <module>
    from .utils import _IS_32BIT
  File "G:\Software\Python\3.7\lib\site-packages\sklearn\utils\__init__.py", line 20, in <module>
    from scipy.sparse import issparse
  File "G:\Software\Python\3.7\lib\site-packages\scipy\__init__.py", line 104, in <module>
    from . import _distributor_init
  File "G:\Software\Python\3.7\lib\site-packages\scipy\_distributor_init.py", line 61, in <module>
    WinDLL(os.path.abspath(filename))
  File "G:\Software\Python\3.7\lib\ctypes\__init__.py", line 364, in __init__
    self._handle = _dlopen(self._name, mode)
OSError: [WinError 126] 找不到指定的模块。

Process finished with exit code 1

songyingxin / textclassification Goto Github PK

textclassification's People

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textclassification's Issues

attention计算问题

词向量文件问题

关于models中LSTM参数初始化部分

找不到指定的模块。

Transformer的一些问题

找不到文件的问题

运行代码遇到报错，或者有任何问题，可以查看我写的下面这个帖子

求教~~

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