Stock Market Predictions

Project to predict time series data of stocks.

Usage steps

1. poetry install

Rule-based Estimation

1. Run the python notebooks in stock_market_predictions/stock_market_predictions/computation to run different notebooks to produce outputs.
2. Outputs are written to stock_market_predictions/outputs

Machine Learning

1. Use the notebooks in stock_market_predictions/stock_market_predictions/forecasting/models to retrain the models or to train on other stocks or move to step 3 if retraining is not desired.
2. Use the models (run the notebooks) in stock_market_predictions/stock_market_predictions/forecasting/predictions to predict the future price of a stock.