/Nostradamus

Gives Buy/Sell signal and predicts the feature prices using LSTM | Predicting Market Shifts with AI

Primary LanguagePythonApache License 2.0Apache-2.0

TradeBot

version 0.1.0

Gives Buy/Sell signal and predicts the feature prices using LSTM. Works perfectly Python 3.10.9 and 3.11

Usage

  1. Create virtual environment: python -m venv venv
  2. For activating virtual environment: source venv/bin/activate
  3. pip install -r requirements
  4. For getting future price forecasting cd model python create_model <stock_code>
  5. For getting buy/sell signals cd src/BotClass and at the end of the code there is a usage of classes
  6. For deactivating virtual environment: deactivate

Example of LSTM model

LSTM Forecasting

Future Version:

  • Machine Learning models
  • Backtest
  • Optimize create_model file

Contact with developer - olgudegirmenci34@gmail.com