NoisyBoyAlgotrader
🤖💹 algorithmic trading strategy built backtested using backtrader and python, optimizing risk-adjusted returns with a bollinger mean-reversion strategy
Install / Use
npx skills add yungalyx/NoisyBoyAlgotraderInstalls into whichever agent you are using.
README
NoisyBoyAlgotrader
NoisyBoy is the first bot in the Algotrader projects, this bot focuses on backtesting and strategy creation.
Backtesting:
arguably the most important component of building a trading bot is making sure that your bot makes money and is a more worthwhile investment than any alternative financial instrument. The current strategy employed is a consecutive 2-day Bollinger Band mean reversion strat. Sharpe: 1.6, Accuracy: 85% trades successful.
Some finance theories I have integrated into my code are:
- Modern Portfolio Theory (no overexposure to any single asset or industry)
- Kelly Criterion (dynamic position sizing based on expected returns to optimize profits)
Technicals:
- pyalgotrade library
- backtrader library
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