Skip to content

/ NLP-Project

Here I sort out some small projects I did in the process of learning NLP.

15 stars 5 forks
Star
Watch
master
2 branches 0 tags
Go to file
Code
Clone

Use Git or checkout with SVN using the web URL.

Latest commit

 

Git stats

Files

Permalink
Failed to load latest commit information.
Type
Name
Latest commit message
Commit time
data
 
 
images
 
 
001-BiLSTM实现文本分类.py
 
 
002-卷积文本实现文本分类.py
 
 
003-word2vec训练词向量.py
 
 
004-fastText实现文本分类.py
 
 
005-seq2seq机器翻译.py
 
 
006-LDA+TFIDF+TextRank+LSI关键词提取.py
 
 
007-分词-逆向最大匹配的实现.py
 
 
008-用kmeans对豆瓣读书数据聚类.py
 
 
009-doc2vec句向量的训练.py
 
 
010-使用SRNN进行文本分类.py
 
 
011-文本生成之训练毛泽东语录.py
 
 
012-识别人名，地名等NER.py
 
 
013-GRU+attention文本分类.py
 
 
014-CNN+LSTM进行文本分类.py
 
 
015-深层双向LSTM+HMM进行中文分词.py
 
 
016-LSTM+Attention通过人名预测性别.py
 
 
017-LSTM+Greedy实现英文单词纠错.py
 
 
018-seq2seq实现对对联.py
 
 
019-keras使用tensorboard可视化框架.py
 
 
020-CNN之Seq2Seq实现英法翻译.py
 
 
021-文章标题的自动生成.py
 
 
022-keras进行序列数据的处理.py
 
 
023-自动生成唐诗.py
 
 
024-自编码器的实现.py
 
 
025-VAE的实现.py
 
 
026-天气预测.py
 
 
027-风格迁移.py
 
 
028-CNN+VAE生成古诗.py
 
 
029-中文短文本情感分析.py
 
 
030-卷积文本进行新闻分类.py
 
 
031-自编码器进行图像去燥.py
 
 
032-ResNet网络进行mnist识别.py
 
 
README.md
 
 
gensim实现word2vec.model
 
 

README.md

NLP-Project

Here I sort out some small projects I did in the process of learning NLP

里面涉及的数据集这里没有进行上传。 如果有需要，可以联系我 邮箱：luxiao@stu.xidian.edu.cn
带attention的seq2seq
结构图
021-新闻标题生成的模型图
image

About

Here I sort out some small projects I did in the process of learning NLP.

Topics

bilstm word2vec fasttext seq2seq lda tfidf textrank nlp srnn gru cnn hmm vae resnet

Resources

Readme

Releases

No releases published

Packages

No packages published

Languages

You can’t perform that action at this time.