Bigru.py

还是建议使用pytorchlightning做框架开发，速度优化什么的都没得说。 ``` import torch import torch.nn as nn class Bigru(nn.Module): def __init__(self, num_classes, input_size, hidden_size=256, num_embedd…

nn Sequential 中使用LSTM/GRU

由于LSTM/GRU这种是多个输出，所以没法直接使用，可以采用自定义模块的方式来转化成一个。 还有一个方案： ``` # I made a module called SelectItem to pick out an element from a tuple or list class SelectItem(nn.Module): d…

BiGRU孪生网络训练相关程度

本例使用BiGRU来实现sentence bert，尝试用简单的模型来实现。 ``` # This Python 3 environment comes with many helpful analytics libraries installed # It is defined by the kaggle/python Docker image: …

How to use a recurrent neural network (RNN) for…

To use a recurrent neural network (RNN) for text classification in Keras, you'll need to perform the following steps: 1. Prepare your data: Convert your textual data into numeri…