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The BBRSIHyperStrategy is a trading strategy that uses Bollinger Bands (BB) and Relative Strength Index (RSI) indicators to generate buy and sell signals. Here's a breakdown of what the strategy does:
populate_indicators(): This function calculates the RSI indicator and four sets of Bollinger Bands with different standard deviations based on the typical price of the input dataframe. The calculated values are stored in separate columns of the dataframe.
populate_buy_trend(): This function generates buy signals based on the specified conditions.
If the RSI value is above a certain threshold (self.buy_rsi_value) and the closing price is below the specified Bollinger Bands trigger (self.buy_bb_trigger), a buy signal is generated and marked as '1' in the 'buy' column of the dataframe.
populate_sell_trend(): This function generates sell signals based on the specified conditions. If the RSI value is above a certain threshold (self.sell_rsi_value) and the closing price is above the specified Bollinger Bands trigger (self.sell_bb_trigger), a sell signal is generated and marked as '1' in the 'sell' column of the dataframe. The BBRSIHyperStrategy is designed to be used within a backtesting framework to evaluate the performance of this specific trading strategy. The class HyperOpt is not provided, so its functionality is unclear from the given code snippet.
populate_buy_trend(): This function generates buy signals based on the specified conditions.
If the RSI value is above a certain threshold (self.buy_rsi_value) and the closing price is below the specified Bollinger Bands trigger (self.buy_bb_trigger), a buy signal is generated and marked as '1' in the 'buy' column of the dataframe.
populate_sell_trend(): This function generates sell signals based on the specified conditions. If the RSI value is above a certain threshold (self.sell_rsi_value) and the closing price is above the specified Bollinger Bands trigger (self.sell_bb_trigger), a sell signal is generated and marked as '1' in the 'sell' column of the dataframe. The BBRSIHyperStrategy is designed to be used within a backtesting framework to evaluate the performance of this specific trading strategy. The class HyperOpt is not provided, so its functionality is unclear from the given code snippet.
stoploss: -0.05 timeframe: 1h hash(sha256): 72bfcc0de7caac8a50bd153c5bc8c15ee52392fcd6235c2b7a17da203eafd8a2 indicators: bb_upperband1 mid lower bb_lowerband1 upper bb_middleband2 bb_middleband3 bb_upperband3 bb_lowerband4 bb_middleband4 bb_middleband1 rsi bb_upperband4 close bb_lowerband3 bb_lowerband2 bb_upperband2
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last change: 2023-06-29 00:02:38