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The NostalgiaForInfinityV4 strategy is a trading strategy that aims to generate buy signals based on various conditions. Here is a brief explanation of what the strategy does:
populate_indicators: This method populates the indicators used in the strategy. It merges informative 1-hour indicators with the main dataframe and calculates normal timeframe indicators.
populate_buy_trend: This method defines the conditions for generating buy signals.
It checks multiple conditions using logical operators and compares various indicators and values.
Here are some key conditions: buy_condition_1: EMA 50 (1-hour) is greater than EMA 200 (1-hour), SMA 200 is greater than SMA 200 shifted by 20 periods, safe dips condition, safe pump (48 periods, 1-hour), minimum increase in price, RSI (1-hour) within a specific range, RSI below a threshold, MFI below a threshold, and positive volume. buy_condition_2: Similar to buy_condition_1 but with additional conditions related to volume and RSI. buy_condition_3: Conditions related to moving averages, safe pump (36 periods, 1-hour), bollinger bands, and volume. buy_condition_4: Conditions related to moving averages, safe dips, safe pump (24 periods, 1-hour), and volume. buy_condition_5: Conditions related to moving averages, safe dips, safe pump (36 periods, strict, 1-hour), volume, and exponential moving averages (26 and 12 periods). buy_condition_6: Conditions related to moving averages, safe dips (strict), volume, and exponential moving averages (26 and 12 periods). buy_condition_7: Similar to buy_condition_6 but with an additional condition related to RSI. buy_condition_8: Conditions related to exponential moving averages, simple moving averages, close and open prices, and RSI. buy_condition_9: Conditions related to moving averages, safe dips (strict), volume, simple moving averages, and bollinger bands. Each condition is represented as a separate element in the conditions list. If any of the conditions are met, a buy signal is generated. This is a high-level overview of the strategy. The exact details and significance of each indicator and condition may require further analysis and understanding of the underlying trading principles.
populate_buy_trend: This method defines the conditions for generating buy signals.
It checks multiple conditions using logical operators and compares various indicators and values.
Here are some key conditions: buy_condition_1: EMA 50 (1-hour) is greater than EMA 200 (1-hour), SMA 200 is greater than SMA 200 shifted by 20 periods, safe dips condition, safe pump (48 periods, 1-hour), minimum increase in price, RSI (1-hour) within a specific range, RSI below a threshold, MFI below a threshold, and positive volume. buy_condition_2: Similar to buy_condition_1 but with additional conditions related to volume and RSI. buy_condition_3: Conditions related to moving averages, safe pump (36 periods, 1-hour), bollinger bands, and volume. buy_condition_4: Conditions related to moving averages, safe dips, safe pump (24 periods, 1-hour), and volume. buy_condition_5: Conditions related to moving averages, safe dips, safe pump (36 periods, strict, 1-hour), volume, and exponential moving averages (26 and 12 periods). buy_condition_6: Conditions related to moving averages, safe dips (strict), volume, and exponential moving averages (26 and 12 periods). buy_condition_7: Similar to buy_condition_6 but with an additional condition related to RSI. buy_condition_8: Conditions related to exponential moving averages, simple moving averages, close and open prices, and RSI. buy_condition_9: Conditions related to moving averages, safe dips (strict), volume, simple moving averages, and bollinger bands. Each condition is represented as a separate element in the conditions list. If any of the conditions are met, a buy signal is generated. This is a high-level overview of the strategy. The exact details and significance of each indicator and condition may require further analysis and understanding of the underlying trading principles.
stoploss: -1 timeframe: 5m hash(sha256): 6382c70579453fd000244b9045ccd300428413b56333906210901744cd308314 indicators: sma_200_1h upper ema_200 ema_50 safe_dips jaw close safe_pump_36 ema_15 tail sma_5 safe_pump_36_strict smma_jaw bb_lowerband safe_pump_24_strict mfi safe_pump_48_strict ema_200_1h safe_pump_36_strict_1h bbdelta ewo safe_pump_24 volume ema_100_1h closedelta ema_20 safe_pump_48_1h open safe_pump_24_1h safe_dips_strict volume_mean_30 ema_50_1h bb_upperband_1h sma_200 safe_pump_36_1h volume_mean_4 mid teeth safe_pump_48 rsi_1h ema_100 smma_teeth lower ema_12 sma_30 bb_middleband rsi sma_200_dec bb_u
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last change: 2022-07-11 03:53:12