poseidon-prince / models

神经网络各种模型PyTorch实现

Models

有问题欢迎邮件交流：[email protected]，此模型实现库还在继续完善中。韩小信博客地址：https://blog.csdn.net/lyj223061/article/details/113850414

NLP经典模型pytorch实现

1-Skip-Gram + NEG

2-Glove

3-C2W

4-TextCNN

5-CharTextCNN

6-FastText

7-Seq2Seq

8-Seq2Seq + Attention (Bahdanau论文中的attention复现)

9-HAN_Attention

10-SGM

11-Transformer

12-Bert

13-BiLSTM_CRF

14-Conformer（语音识别sota模型复现）

情感分类

• rnn, lstm, bi-lstm, treelstm, td_lstm, tc_lstm, atae_lstm, menmnet, bert_spc

文本匹配

• DSSM, SiameseNet

pytorch_example

包括minist，language_model，dcgan，vae

主要参考来源 https://github.com/pytorch/examples