The TestStrategy class is a trading strategy that utilizes various technical indicators to generate buy and sell signals. The strategy consists of three main methods:
populate_indicators: This method calculates and adds multiple technical indicators to the given DataFrame. The indicators include ADX (Average Directional Index), Bollinger Bands, TEMA (Triple Exponential Moving Average), and HT_SINE (Hilbert Transform - Sine Wave).
populate_buy_trend: This method populates the "buy" column in the DataFrame based on specific conditions.
In this case, the strategy generates a buy signal when the ADX is above 30, the TEMA is below the Bollinger Bands middle band, and the TEMA is increasing compared to the previous value.
populate_sell_trend: This method populates the "sell" column in the DataFrame based on certain conditions. The strategy generates a sell signal when the ADX is above 70, the TEMA is above the Bollinger Bands middle band, and the TEMA is decreasing compared to the previous value. By using these methods, the TestStrategy class aims to identify potential buying and selling opportunities based on the selected technical indicators.
populate_buy_trend: This method populates the "buy" column in the DataFrame based on specific conditions.
In this case, the strategy generates a buy signal when the ADX is above 30, the TEMA is below the Bollinger Bands middle band, and the TEMA is increasing compared to the previous value.
populate_sell_trend: This method populates the "sell" column in the DataFrame based on certain conditions. The strategy generates a sell signal when the ADX is above 70, the TEMA is above the Bollinger Bands middle band, and the TEMA is decreasing compared to the previous value. By using these methods, the TestStrategy class aims to identify potential buying and selling opportunities based on the selected technical indicators.
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stoploss: -0.1 timeframe: 5m hash(sha256): 1cadd32dc94cfc53c959d5c6ed4c383300ec8c7b5ce68ebef0ff8707d57a59dc indicators: upper htsine CDLDRAGONFLYDOJI minus_dm tema plus_dm CDLGRAVESTONEDOJI CDLHANGINGMAN CDLSHOOTINGSTAR close ha_low CDLSPINNINGTOP mfi bb_lowerband ema5 CDLENGULFING fastd_rsi CDL3WHITESOLDIERS fastk macdhist CDLHAMMER htleadsine sma slowd leadsine CDLMORNINGSTAR CDLEVENINGDOJISTAR open plus_di fastd ema10 CDLPIERCING CDLEVENINGSTAR sar ha_open CDL3OUTSIDE high macdsignal slowk mid fisher_rsi fastk_rsi ema100 fisher_rsi_norma cci ha_close macd CDL3INSIDE ema3 CDLINVERTEDHAMMER CDLHARAMI ha_high adx
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last change: 2024-07-27 04:42:53