https://github.com/saraivaufc/sentiment-analysis-lstm
Sentiment Classification with Natural Language Processing on Recurrent Neural Networks
https://github.com/saraivaufc/sentiment-analysis-lstm
keras lstm sentiment-analysis sentiment-classification tensorflow
Last synced: 5 months ago
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Sentiment Classification with Natural Language Processing on Recurrent Neural Networks
- Host: GitHub
- URL: https://github.com/saraivaufc/sentiment-analysis-lstm
- Owner: saraivaufc
- License: other
- Created: 2019-10-14T04:29:36.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2025-01-08T02:59:22.000Z (over 1 year ago)
- Last Synced: 2025-01-08T03:28:01.613Z (over 1 year ago)
- Topics: keras, lstm, sentiment-analysis, sentiment-classification, tensorflow
- Language: Python
- Homepage:
- Size: 134 KB
- Stars: 1
- Watchers: 2
- Forks: 0
- Open Issues: 7
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# sentiment-analysis-lstm
### Requirements
* TensorFlow -- [Homepage](https://www.tensorflow.org)
* Numpy -- [Homepage](https://numpy.org)
* Scikit-learn -- [Homepage](https://scikit-learn.org)
* Pandas -- [Homepage](https://pandas.pydata.org/)
* Natural Language Toolkit -- [Homepage](https://www.nltk.org/)
### Create and activate a virtual environment
```shell
$ virtualenv env -p python3
$ source env/bin/activate
```
Install Others Requirements
```shell
(env) $ pip3 install -r requirements.txt
```
### Dataset
Download: https://drive.google.com/drive/folders/1JygBJI7LoWsbEirleZZc21CCmbFKHNaI?usp=sharing
### Running]
```shell
(env) python3 main.py
```
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.