stock_prediction

Full stack stock price prediction app. React + NodeJS + Keras (Tensorflow)

Instructions for React and NodeJS

In order to run app you have to pull the project on your machine. Start NodeJS in Website folder with command:
node run index
After that, start ReactJS app in Website/client folder with command:
npm start
It will take the prediction data, generated by my Keras model.

Instructions for Machine Learning Scripts

Most of the scripts are related to model tuning, all of them ended with "_tune". All of them create either csv or pickle files to work with
In order to get the fresh data, start generating_dataset.ipynb file.
After tuning the model, change the hyperparameters in generate_data.ipynb and start the script