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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