Sentiment Analysis
slaysd/pytorch-sentiment-analysis-classification
A PyTorch Tutorials of Sentiment Analysis Classification (RNN, LSTM, Bi-LSTM, LSTM+Attention, CNN)
Jupyter NotebookMITupdated Apr 2, 2023
🏆 #2,463 overall#117 of 194 in Sentiment Analysis
guillitte /pytorch-sentiment-neuron
No description, just vibes.
$ git clone https://github.com/guillitte/pytorch-sentiment-neuron.gitStars
188
188
Forks
42
42
Language
Python
License
MIT
Created
May 6, 2017
9.4 years old
Last push
Aug 4, 2018
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基于在线民宿 UGC 数据的意见挖掘项目，包含数据挖掘和NLP 相关的处理，负责数据采集、主题抽取、情感分析等任务。目的是克服用户打分和评论不一致，实时对在线民宿的满意度评测，包含在线评论采集和情感可视化分析。搭建了百度地图POI查询入口，可以进行自动化的批量查询 POI 信息的功能；构建了基于在线民宿语料的 LDA 自动主题聚类模型，利用主题中心词能找出对应的主题属性字典；以用户打分作为标注，然后 litNlp 自带的字符级 TextCNN 进行情感分析，将情感分类概率分布作为情感趋势，最后通过 POI 热力图的方式对不同地域的民宿满意度进行展示。软件版本请见链接。
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