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The "BuyOnly" strategy is a trading strategy implemented as a class that inherits from the "IStrategy" class. It is designed to backtest and evaluate trading signals based on various technical indicators. The strategy has three main components: indicator population, buy signal population, and sell signal population.
In the "populate_indicators" method, several technical indicators are calculated and added to the input DataFrame.
These indicators include: Relative Strength Index (RSI) Moving Average Convergence Divergence (MACD) Bollinger Bands Stop and Reverse (SAR) Triple Exponential Moving Average (TEMA) The "populate_buy_trend" method determines the buy signals based on certain conditions.
The buy signals are populated in the DataFrame by setting the "buy" column to 1 for the rows that meet the specified criteria. The buy conditions include: RSI crossing above 30 Opening price being below the lower Bollinger Band TEMA (Triple Exponential Moving Average) increasing compared to the previous period Volume being greater than 0 The "populate_sell_trend" method does not implement any specific sell signals and simply returns the DataFrame as is, implying a "HODL" (Hold) strategy. Overall, the "BuyOnly" strategy calculates various technical indicators and generates buy signals based on specific conditions, while not providing explicit sell signals.
In the "populate_indicators" method, several technical indicators are calculated and added to the input DataFrame.
These indicators include: Relative Strength Index (RSI) Moving Average Convergence Divergence (MACD) Bollinger Bands Stop and Reverse (SAR) Triple Exponential Moving Average (TEMA) The "populate_buy_trend" method determines the buy signals based on certain conditions.
The buy signals are populated in the DataFrame by setting the "buy" column to 1 for the rows that meet the specified criteria. The buy conditions include: RSI crossing above 30 Opening price being below the lower Bollinger Band TEMA (Triple Exponential Moving Average) increasing compared to the previous period Volume being greater than 0 The "populate_sell_trend" method does not implement any specific sell signals and simply returns the DataFrame as is, implying a "HODL" (Hold) strategy. Overall, the "BuyOnly" strategy calculates various technical indicators and generates buy signals based on specific conditions, while not providing explicit sell signals.
startup_candle_count : 30 bb_lowerband: -0.030% bb_middleband: -0.042% bb_upperband: -0.054% bb_percent: 24.444% bb_width: -5.425% sar: -0.073%
stoploss: -0.1 timeframe: 5m hash(sha256): d6c39fd69ca233363fab0ec408835f0a87bf532ae36229d55149c57d52459ff7 indicators: bids macdsignal volume tema asks bb_width bb_middleband rsi close macd bb_lowerband bb_upperband bb_percent macdhist open best_ask sar best_bid
Similar Strategies: (based on used indicators)
Strategy: Machete, Similarity Score: 94.74%
Strategy: SmithHoeckx, Similarity Score: 94.74%
Strategy: combined_strategy, Similarity Score: 94.74%
Strategy: default, Similarity Score: 94.74%
Strategy: winner, Similarity Score: 94.74%
last change: 2023-07-01 14:02:33