The EMA003 strategy is a combination of Strategy 003 and EMA Cross. It uses various technical indicators to determine buy and sell signals for trading. Here is a brief description of what the strategy does:
Indicators:
MFI (Money Flow Index): Calculates the MFI indicator.
Stoch fast: Calculates the fast stochastic oscillator.
RSI (Relative Strength Index): Calculates the RSI indicator.
Fisher RSI: Applies the inverse Fisher transform on RSI. Bollinger Bands: Calculates the Bollinger Bands indicator. EMA (Exponential Moving Average): Calculates the EMA with different time periods. SAR Parabol: Calculates the SAR Parabolic indicator. SMA (Simple Moving Average): Calculates the SMA with a time period of 40. Buy Signal:
If the 7-day EMA is above the 25-day EMA and the previous 7-day EMA is below the previous 25-day EMA, a buy signal is generated. Sell Signal:
If the SAR Parabolic is above the closing price and the Fisher RSI is above 0.3, a sell signal is generated. However, if the "sell_hold" parameter is set to True, no sell signal is generated. The strategy also includes various parameters such as ROI (Return on Investment) table, trailing stop settings, stop loss, and order type mapping. It can be executed by running the script with the command python3 ./freqtrade/main.py -s EMA003.