/Quant-Notebook

Primary LanguageJupyter Notebook

Quant-Notebook

Repositories is consisted of three parts

Quant Strategies for Crypto markets notebook

  • Notebook contains various ideas and macro information for crypto markets
  • Notebook also provides a Macd strategy to be executed

Bitcoin vs Interest Rates notebook

  • Notebook imports interest rates data
  • plot
  • Calculates the correlation between Bitcoin and Interest Rates using change in price after the announcement
  • Plots the correlation
  • change
  • daily_change
  • Uses simple linear regression model summary better understand the correlation
  • ols
  • Notebook also provides a simple script to compare the correlation between Bitcoin and various countries interest rates
  • comparison

Backtest folder

  • Executed using command python3 backtest.py
  • Backtest.py imports the strategy and trade bot to execute the strategy
  • macd
  • trades
  • logs
  • Plots cummulatve returns
  • profit