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The "Seb" strategy in the backtesting website is designed to populate a DataFrame with various technical analysis (TA) indicators and generate buy and sell signals based on these indicators. In the populate_indicators function, the strategy adds the following indicators to the DataFrame:
Exponential Moving Averages (EMAs) with periods of 20, 50, and 100. Heikin-Ashi open and close values.
Average Directional Index (ADX).
Relative Strength Index (RSI).
Moving Average Convergence Divergence (MACD) values (macd, macdsignal, macdhist). Bollinger Bands (bb_lowerband, bb_middleband, bb_upperband). Stochastic oscillator values (slowk). Commodity Channel Index (CCI). Fast Stochastic oscillator values (fastd, fastk) and their previous values. Slow Stochastic oscillator values (slowfastd, slowfastk) and their previous values. Fisher Transform of RSI (fisher_rsi). Bollinger Bands lower band (bb_lowerband). Parabolic SAR (sar). Hammer Candlestick pattern (CDLHAMMER). Simple Moving Average (SMA) with a period of 40. The populate_buy_trend function generates the buy signal based on the following conditions: EMA20 crossing above EMA50. Heikin-Ashi close value greater than EMA20. Heikin-Ashi open value less than Heikin-Ashi close value (green bar). The populate_sell_trend function generates the sell signal based on the following conditions: EMA50 crossing above EMA100. Heikin-Ashi close value less than EMA20. Heikin-Ashi open value greater than Heikin-Ashi close value (red bar). The functions modify the DataFrame by adding a 'buy' or 'sell' column with a value of 1 where the corresponding conditions are met, indicating the occurrence of a buy or sell signal, respectively.
Average Directional Index (ADX).
Relative Strength Index (RSI).
Moving Average Convergence Divergence (MACD) values (macd, macdsignal, macdhist). Bollinger Bands (bb_lowerband, bb_middleband, bb_upperband). Stochastic oscillator values (slowk). Commodity Channel Index (CCI). Fast Stochastic oscillator values (fastd, fastk) and their previous values. Slow Stochastic oscillator values (slowfastd, slowfastk) and their previous values. Fisher Transform of RSI (fisher_rsi). Bollinger Bands lower band (bb_lowerband). Parabolic SAR (sar). Hammer Candlestick pattern (CDLHAMMER). Simple Moving Average (SMA) with a period of 40. The populate_buy_trend function generates the buy signal based on the following conditions: EMA20 crossing above EMA50. Heikin-Ashi close value greater than EMA20. Heikin-Ashi open value less than Heikin-Ashi close value (green bar). The populate_sell_trend function generates the sell signal based on the following conditions: EMA50 crossing above EMA100. Heikin-Ashi close value less than EMA20. Heikin-Ashi open value greater than Heikin-Ashi close value (red bar). The functions modify the DataFrame by adding a 'buy' or 'sell' column with a value of 1 where the corresponding conditions are met, indicating the occurrence of a buy or sell signal, respectively.
startup_candle_count : 50 ema20: -0.010% adx: -7.240% rsi: 0.539% fisher_rsi: -9.500%
stoploss: -0.1 timeframe: 5m hash(sha256): 7523b678ca65e9a98edb4bdbbe0499f6b886cf5c88cd11b78d8aba6955788a18 indicators: slowfastdprevious lowerband ema20 close bb_lowerband fastkprevious middleband macdhist fastk CDLHAMMER fastdprevious sma slowfastkprevious open fastd sar ha_open upperband macdsignal slowk fisher_rsi ema100 ha_close cci macd slowfastd adx lower bb_middleband rsi bb_upperband ema50 slowfastk
No similar strategies found. (based on used indicators)
last change: 2023-06-24 10:46:05