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The Strategy003 class is a trading strategy that uses various technical analysis indicators to generate buy and sell signals. In the populate_indicators method, several indicators are calculated and added to the given DataFrame. These indicators include:
MFI (Money Flow Index)
Stochastic Fast (fastd and fastk)
RSI (Relative Strength Index)
Fisher RSI
Bollinger Bands (lower band)
EMA (Exponential Moving Average) for different time periods (5, 10, 50, and 100)
SAR (Stop and Reverse)
SMA (Simple Moving Average)
In the populate_buy_trend method, the buy signal is determined based on certain conditions involving the indicators.
The conditions include: RSI being less than 28 and greater than 0 Closing price being below the SMA (Simple Moving Average) Fisher RSI being less than -0.94 MFI being less than 16.0 EMA50 being greater than EMA100 or EMA5 crossing above EMA10 Fastd (from Stochastic Fast) being greater than fastk and greater than 0 If all these conditions are met, the 'buy' column in the DataFrame is set to 1.
In the populate_sell_trend method, the sell signal is determined based on the following condition: SAR (Stop and Reverse) being greater than the closing price and Fisher RSI being greater than 0.3 If this condition is met, the 'sell' column in the DataFrame is set to 1.
The conditions include: RSI being less than 28 and greater than 0 Closing price being below the SMA (Simple Moving Average) Fisher RSI being less than -0.94 MFI being less than 16.0 EMA50 being greater than EMA100 or EMA5 crossing above EMA10 Fastd (from Stochastic Fast) being greater than fastk and greater than 0 If all these conditions are met, the 'buy' column in the DataFrame is set to 1.
In the populate_sell_trend method, the sell signal is determined based on the following condition: SAR (Stop and Reverse) being greater than the closing price and Fisher RSI being greater than 0.3 If this condition is met, the 'sell' column in the DataFrame is set to 1.
stoploss: -0.1 timeframe: 5m hash(sha256): eecba0e21b45795e8009ff671c05c7dc12ee3b91788f470296e724b9f28b8f07 indicators: lower fisher_rsi ema100 close rsi mfi bb_lowerband ema5 ema50 fastd ema10 fastk sar sma
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last change: 2022-07-02 19:54:08