This is a stock price forecasting LSTM model, with UI for selecting configuration of the model.

1. Select the company listing name
2. you have to input certain parameters to train the model.
3. The results would be given below the model with graph for test forecasting.
4. You can train the model on custom dataset, currently only 4 companies are included to forecast from.
5. This web app also contain news sentiments predicted from live news data, using custom trained sentiment model.
6. Just enter the text you want news on, the sentiment and overall market volatility would be predicted and shown to you automatically

webapp link - https://siddanshchawla-stock-forecasting-forecast-p2rahd.streamlit.app