# Sentiment-Analysis-by-Capsules

**Repository Path**: liugj101/Sentiment-Analysis-by-Capsules

## Basic Information

- **Project Name**: Sentiment-Analysis-by-Capsules
- **Description**: A pytorch implemention of "Sentiment Analysis by Capsules"
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-03-27
- **Last Updated**: 2021-11-02

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# RNNCapsule
A pytorch implemention of "Sentiment Analysis by Capsules"

# Environment
- python 3.7
- pytorch
- torchtext
- nltk
- spacy

# Download project
```bash
git clone https://github.com/wangjiosw/Sentiment-Analysis-by-Capsules.git
cd Sentiment-Analysis-by-Capsules
```
# Get Movie Review Data
```bash
bash download.sh
```

# Load data and store as ".csv" format
```python
python pre.py
``` 

# train
```python
python Train.py
```

# result 
best accuracy: 71.04%

# not completed yet