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The ObeliskRSI_v6_1 strategy is designed to backtest trading decisions based on the RSI (Relative Strength Index) indicator. Here's a brief description of what the strategy does:
In the populate_indicators function:
The timeframe is converted to minutes and multiplied by 12 to get the RSI resample interval. The original dataframe is resampled to the RSI interval.
The RSI values are calculated with a time period of 14 and added to the resampled dataframe.
The resampled RSI values are filled forward to handle missing values.
A column called 'bull' is created based on whether the resampled RSI is greater than 60. In the populate_buy_trend function: The buy parameters are retrieved. Conditions for buying are defined: Volume is greater than 0. If 'bull' is greater than 0 and the RSI crosses below the 'bull-buy-rsi-value'. If 'bull' is not greater than 0 and the RSI crosses below the 'bear-buy-rsi-value'. If all the conditions are met, the 'buy' column is set to 1. In the populate_sell_trend function: The sell parameters are retrieved. Conditions for selling are defined: Volume is greater than 0. If 'bull' is greater than 0 and the RSI is above the 'bull-sell-rsi-value'. If 'bull' is not greater than 0 and the RSI is above the 'bear-sell-rsi-value'. If all the conditions are met, the 'sell' column is set to 1. Finally, outside the classes, there is additional code related to stop loss calculations. It calculates the time elapsed since the trade was opened, applies a custom stop loss ramp, and returns the stop loss value plus 0.001. Please note that this description provides a high-level overview and may not capture all the intricacies of the strategy.
The RSI values are calculated with a time period of 14 and added to the resampled dataframe.
The resampled RSI values are filled forward to handle missing values.
A column called 'bull' is created based on whether the resampled RSI is greater than 60. In the populate_buy_trend function: The buy parameters are retrieved. Conditions for buying are defined: Volume is greater than 0. If 'bull' is greater than 0 and the RSI crosses below the 'bull-buy-rsi-value'. If 'bull' is not greater than 0 and the RSI crosses below the 'bear-buy-rsi-value'. If all the conditions are met, the 'buy' column is set to 1. In the populate_sell_trend function: The sell parameters are retrieved. Conditions for selling are defined: Volume is greater than 0. If 'bull' is greater than 0 and the RSI is above the 'bull-sell-rsi-value'. If 'bull' is not greater than 0 and the RSI is above the 'bear-sell-rsi-value'. If all the conditions are met, the 'sell' column is set to 1. Finally, outside the classes, there is additional code related to stop loss calculations. It calculates the time elapsed since the trade was opened, applies a custom stop loss ramp, and returns the stop loss value plus 0.001. Please note that this description provides a high-level overview and may not capture all the intricacies of the strategy.
stoploss: -0.3 timeframe: 5m hash(sha256): 297d209abbca01da22b94635c6f3f36e6de7e68c18006163475cf89c075a38c0 indicators: bearsellrsivalue bull volume _long _longrsi rsi bullbuyrsivalue bullsellrsivalue bearbuyrsivalue
No similar strategies found. (based on used indicators)
last change: 2022-07-02 19:54:08