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The S17 strategy is a trading strategy that utilizes several technical indicators to generate buy and sell signals. Here's a breakdown of what the strategy does:
In the populate_indicators method:
The strategy calculates the Money Flow Index (mfi). It calculates the Stochastic Fast Oscillator (fastd and fastk).
The Relative Strength Index (rsi) is calculated.
The Fisher Transform of RSI (fisher_rsi) is calculated.
Bollinger Bands (bb_lowerband) are calculated. Exponential Moving Averages (ema5, ema10, ema50, ema100) are calculated. The Parabolic SAR (sar) is calculated. The Simple Moving Average (sma) is calculated. In the populate_buy_trend method: The strategy checks several conditions for a buy signal, including: RSI being below 28 and above 0. The closing price being below the SMA. Fisher RSI being below -0.94. MFI being below 16.0. EMA50 being greater than EMA100, or EMA5 crossing above EMA10. The fast %D of Stochastic Fast Oscillator being greater than the fast %K and greater than 0. In the populate_sell_trend method: The strategy checks the conditions for a sell signal, including: The Parabolic SAR being greater than the closing price. Fisher RSI being above 0.3. The strategy uses these indicators and conditions to generate buy and sell signals in the provided dataframe.
The Relative Strength Index (rsi) is calculated.
The Fisher Transform of RSI (fisher_rsi) is calculated.
Bollinger Bands (bb_lowerband) are calculated. Exponential Moving Averages (ema5, ema10, ema50, ema100) are calculated. The Parabolic SAR (sar) is calculated. The Simple Moving Average (sma) is calculated. In the populate_buy_trend method: The strategy checks several conditions for a buy signal, including: RSI being below 28 and above 0. The closing price being below the SMA. Fisher RSI being below -0.94. MFI being below 16.0. EMA50 being greater than EMA100, or EMA5 crossing above EMA10. The fast %D of Stochastic Fast Oscillator being greater than the fast %K and greater than 0. In the populate_sell_trend method: The strategy checks the conditions for a sell signal, including: The Parabolic SAR being greater than the closing price. Fisher RSI being above 0.3. The strategy uses these indicators and conditions to generate buy and sell signals in the provided dataframe.
stoploss: -0.1 timeframe: 5m hash(sha256): 8f99f6feafc7bcdaeec9a55b952cf097ec857dd0978d3c7f65daa7f24ab505ba
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last change: 2022-07-02 19:54:08