The FrostAuraM21hStrategy is a trading strategy that makes purchase and sell decisions based on the Stochastic and RSI indicators. Here's a breakdown of the strategy:
The strategy uses the Stochastic and RSI indicators to determine the optimal times to buy and sell. The minimal_roi variable specifies the desired return on investment for different time periods.
The stoploss variable sets the maximum acceptable loss for a trade.
The timeframe variable determines the interval at which the strategy operates (in this case, 15 minutes).
The populate_indicators() function calculates the RSI and Stochastic Slow indicators. The populate_buy_trend() function determines when to generate a buy signal based on specific conditions involving the RSI, Stochastic Slow, and minimum coin price. The populate_sell_trend() function determines when to generate a sell signal based on specific conditions involving the RSI and Stochastic Slow. The strategy has been optimized for the last 109 days and 1 hour, resulting in a Sharpe Ratio of 6.24747% and a profit of 1537.94%. The strategy's main plot includes the TEMA and SAR indicators, while the subplots show the MACD and RSI indicators. Overall, the FrostAuraM21hStrategy aims to generate profitable trading signals by considering the Stochastic and RSI indicators in combination.