capsule-based model including RNN、CNN and HAN with Keras
aidenhuen / capsule-text-classification Goto Github PK
View Code? Open in Web Editor NEW利用keras搭建的胶囊网络(capsule network文本分类模型,包含RNN、CNN、HAN等,其中keras_utils包含了capsule层和attention层的keras实现
利用keras搭建的胶囊网络(capsule network文本分类模型,包含RNN、CNN、HAN等,其中keras_utils包含了capsule层和attention层的keras实现
Hi:
When I change the parameter of Capsule 'share_weights' from True to False , it can not work with the mistake:
TypeError: unsupported operand type(s) for *: 'int' and 'NoneType'.
Can you give me some suggestions. It seems that the program encounter a problem when initialize the weights parameters of self.W.
Hello, I have read you code, but i didn't find primary caps. It seems that after feeding the emdding into the Convolution layer, it then be fed into the convcaps directly. Right?
您好,我把数据集换成了10分类的问题,为啥出现这样
ValueError: Error when checking target: expected dense_1 to have shape (10,) but got array with shape (500,)
Hello,
I want to ask if this model performs well in large scale text classification datasets. Just like YELP_REVIEWS_FULL or AMAZON_REVIEWS_FULL. Because as far as I know, most experiments were
conducted on small scale datasets.
conv_caps = Capsule( num_capsule=10, dim_capsule=16, routings=3, share_weights=True)(conv)
你好,,num_capsule=10 是和要预测的类别的相对应的嘛?就是说我要是二分类的话,num_capsule是要设置成2嘛?
where can I download the datasets
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