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The SampleStrategy is a trading strategy implemented as a class that inherits from the IStrategy interface. It has three main functions: populate_indicators, populate_buy_trend, and populate_sell_trend. In the populate_indicators function, various technical analysis (TA) indicators are calculated and added to the given DataFrame.
The indicators used in this strategy are: ADX (Average Directional Index) RSI (Relative Strength Index) Stochastic Fast (fast %K and %D) MACD (Moving Average Convergence Divergence) MFI (Money Flow Index) Bollinger Bands SAR (Stop and Reverse) TEMA (Triple Exponential Moving Average) Hilbert Transform - SineWave and Leading SineWave These indicators provide insights into market trends, volatility, momentum, and other aspects of the price and volume data.
The populate_buy_trend function populates the buy signal based on the TA indicators and predefined conditions.
In this strategy, a buy signal is generated when the following conditions are met: RSI crosses above 30 TEMA is below the middle Bollinger Band (BB) TEMA is rising (higher than the previous value) Volume is not zero The populate_sell_trend function populates the sell signal based on the TA indicators and predefined conditions. In this strategy, a sell signal is generated when the following conditions are met: RSI crosses above 70 TEMA is above the middle Bollinger Band (BB) TEMA is falling (lower than the previous value) Volume is not zero By using these buy and sell signals, the strategy determines the points at which to enter and exit trades.
The indicators used in this strategy are: ADX (Average Directional Index) RSI (Relative Strength Index) Stochastic Fast (fast %K and %D) MACD (Moving Average Convergence Divergence) MFI (Money Flow Index) Bollinger Bands SAR (Stop and Reverse) TEMA (Triple Exponential Moving Average) Hilbert Transform - SineWave and Leading SineWave These indicators provide insights into market trends, volatility, momentum, and other aspects of the price and volume data.
The populate_buy_trend function populates the buy signal based on the TA indicators and predefined conditions.
In this strategy, a buy signal is generated when the following conditions are met: RSI crosses above 30 TEMA is below the middle Bollinger Band (BB) TEMA is rising (higher than the previous value) Volume is not zero The populate_sell_trend function populates the sell signal based on the TA indicators and predefined conditions. In this strategy, a sell signal is generated when the following conditions are met: RSI crosses above 70 TEMA is above the middle Bollinger Band (BB) TEMA is falling (lower than the previous value) Volume is not zero By using these buy and sell signals, the strategy determines the points at which to enter and exit trades.
stoploss: -0.1 timeframe: 5m hash(sha256): 69da36d68548af397b49117152f0e1f3b80cdf3b882128befb2bf3b0eef1eb61 indicators: upper htsine tema asks close mfi bb_lowerband bb_percent macdhist fastk htleadsine leadsine volume fastd best_ask sar bids macdsignal mid bb_width macd best_bid adx lower bb_middleband rsi bb_upperband sine
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last change: 2023-09-02 18:37:01