You can use this model to predict the sentiment of movie comments. The result which will be demonstrated in a dashboard is either 'Positive' or 'Negative'.
If you want to run dashboard locally and you are not familliar with docker, follow instrunctions below:
First, it is recommended to create an isolated environment with :
conda create --name YOUR_ENV_NAME
Second, you need to install packages using :
conda install pip
pip install -r requirements.txt
Then, you need to run model.py :
python model.py
This will produce model pickle file.
Finally, you can run the dashboard using streamlit command :
streamlit run app.py
However, if you are familliar with docker, you can use the dockerfile.
First, you need to run model.py file:
python model.py
Then you just need to build an image using dockerfile and run it through:
docker build -t dashboard:v.1 .
docker run -d -p 8501 dashboard:v.1
I hope you enjoy running this dashboard. Good Luck! ai24-7