To run, type python model.py to run the model.py file in the terminal. This file uses the stock_classes.py file where all the data transformation and model training

Test Results for LSTM without BiDirectional sequences and stock sentiment data with one year of data Batch size 64

seq_length	accuracy
5	53.27%
10	54%
20	57.14%

Test Results for LSTM without BiDirectional sequences and stock sentiment data with 6 months of data Batch size 32

seq_length	accuracy
3	58.09%
5	62.7%
7	57.14%

Test Results for LSTM without BiDirectional sequences and no stock sentiment data with 6 months of data Batch size 32

seq_length	accuracy	date
3	68%	01/21/2025
5	58.5%	01/21/2025
7	62.22%	01/21/2025
3	68%	01/24/2025
5	53.3%	01/24/2025
7	48.88%	01/24/2025