Predicting Stocks using RNNs

• .env file required for AlphaVantage API key in the form MY_API_KEY=...
• multiple_ticker_models.py contains the code to train our multiple ticker models (LSTM and GRU)
• gridsearch_multiple_tickers.py runs grid search on the model from the above file and logs output as a csv models/gridsearch.csv
• plotlydemo.py runs our Streamlit web application
  • Run using streamlit run plotlydemo.py
• /experimentation contains code from our lengthy experimentation/research we conducted at the start of the project
• /APIs contain custom fetching code to retrieve stock and fundamentals data using the AlphaVantage API
• /models contain our models and grid search results