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The NotAnotherSMAOffsetStrategyModHO strategy is a backtesting strategy that uses various technical indicators to generate buy and sell signals for trading. In the populate_indicators function, the strategy calculates and populates several indicators for the given financial data. These indicators include:
Exponential Moving Averages (EMA) with different time periods for buying and selling.
Hull Moving Average (HMA) with a window of 50.
Simple Moving Average (SMA) with a time period of 9.
Elder's Force Index (EWO) with customizable parameters. Relative Strength Index (RSI) with different time periods. Exponential Moving Average (EMA) with a time period of 100. Average Directional Index (ADX) with a time period of 2. Positive Directional Indicator (+DI) and Negative Directional Indicator (-DI) derived from ADX. In the populate_buy_trend function, the strategy defines the conditions for generating buy signals. The conditions include: RSI fast indicator being less than 35. The closing price being below a certain percentage offset from the EMA of the specified buy time period. The EWO being greater than a customizable high threshold. RSI being below a customizable buy threshold. Volume being greater than 0. The closing price being below a certain percentage offset from the EMA of the specified sell time period. If any of the defined conditions are met, a 'buy' signal is marked in the 'buy' column of the dataframe. In the populate_sell_trend function, the strategy defines the conditions for generating sell signals. The conditions include: The closing price being above the 9-period SMA. The closing price being above a certain percentage offset from the EMA of the specified sell time period. RSI being above 50. Volume being greater than 0. RSI fast being greater than RSI slow. OR The closing price being below the Hull Moving Average (HMA) with a window of 50. The closing price being above a certain percentage offset from the EMA of the specified sell time period. Volume being greater than 0. RSI fast being greater than RSI slow. If any of the defined conditions are met, a 'sell' signal is marked in the 'sell' column of the dataframe. Overall, the strategy combines multiple indicators and their respective conditions to generate buy and sell signals based on the specified thresholds and offsets.
Hull Moving Average (HMA) with a window of 50.
Simple Moving Average (SMA) with a time period of 9.
Elder's Force Index (EWO) with customizable parameters. Relative Strength Index (RSI) with different time periods. Exponential Moving Average (EMA) with a time period of 100. Average Directional Index (ADX) with a time period of 2. Positive Directional Indicator (+DI) and Negative Directional Indicator (-DI) derived from ADX. In the populate_buy_trend function, the strategy defines the conditions for generating buy signals. The conditions include: RSI fast indicator being less than 35. The closing price being below a certain percentage offset from the EMA of the specified buy time period. The EWO being greater than a customizable high threshold. RSI being below a customizable buy threshold. Volume being greater than 0. The closing price being below a certain percentage offset from the EMA of the specified sell time period. If any of the defined conditions are met, a 'buy' signal is marked in the 'buy' column of the dataframe. In the populate_sell_trend function, the strategy defines the conditions for generating sell signals. The conditions include: The closing price being above the 9-period SMA. The closing price being above a certain percentage offset from the EMA of the specified sell time period. RSI being above 50. Volume being greater than 0. RSI fast being greater than RSI slow. OR The closing price being below the Hull Moving Average (HMA) with a window of 50. The closing price being above a certain percentage offset from the EMA of the specified sell time period. Volume being greater than 0. RSI fast being greater than RSI slow. If any of the defined conditions are met, a 'sell' signal is marked in the 'sell' column of the dataframe. Overall, the strategy combines multiple indicators and their respective conditions to generate buy and sell signals based on the specified thresholds and offsets.
startup_candle_count : 200 hma_50: 0.001% rsi_slow: 0.002% ema_100: -0.026%
Unable to parse Traceback (Logfile Exceeded Limit)
stoploss: -0.32 timeframe: 5m hash(sha256): 66d10481ad755beb8fb256da3ba981e613442083b549858cf2127036003b90c8 indicators: rsi_buy EWO ewo_high ewo_low high_offset_2 close sell_signal rsi_fast ma_sell_val ma_buy_val volume low_offset retries high_offset date base_nb_candles_buy ___retries block_trade_exit base_nb_candles_sell hma_50 sma_9 ema_100 di_up adx max_slippage rsi_slow rsi low
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last change: 2024-08-02 08:42:31