Stock Price Predictions

This repo shows a set of Jupyter Notebooks demonstrating algorithms for the stock price prediction on NSE-Tata-Global-Beverages-Limited dataset. The dataset consists of 1235 prices for stocks.

Here are the different notebooks:

• Stock Price Prediction ARIMA
• Stock Price Prediction LSTM
• Stock Price Prediction Xgboost

Requirements

• Python 3.6
• Jupyter Notebook

Dependencies

Choose the latest versions of any of the dependencies below:

• pandas
• numpy
• scipy
• matplotlib
• sklearn
• xgboost
• optuna
• pytoch
• statsmodels
• Dash

License

MIT. See the LICENSE file for the copyright notice.