/Finance-Portfolio-Maker

Crawl, Clean, forecast, optimization

Primary LanguageJupyter NotebookMIT LicenseMIT

Finance-Portfolio-Maker

  1. Pandas and yfinance to crawl, clean data
  2. Using Prophet to do simple forecast
  3. RNN stock price predictor
  • Using Recurrent neural network (RNN) and Long short-term memory (LSTM) algorithm, one of deep learning technique, we'll predict selected ticker's future price.
  1. Portfolio Optimization
  • Monte Carlo simulation
  • Sharpe Ratio