The "ResistanceSupport" strategy is a trading strategy that uses various technical indicators to generate buy and sell signals. Here's a breakdown of what the strategy does:
populate_indicators: This method takes a DataFrame containing exchange data and adds several technical indicators to it. The indicators used in this strategy are:
ADX (Average Directional Index)
RSI (Relative Strength Index)
Stochastic Fast (fastd and fastk)
MACD (Moving Average Convergence Divergence)
MFI (Money Flow Index)
Bollinger Bands (bb_lowerband, bb_middleband, bb_upperband, bb_percent, bb_width)
SAR (Stop and Reverse)
TEMA (Triple Exponential Moving Average)
HT Sine (htsine and htleadsine)
populate_buy_trend: This method populates the buy signal for the given DataFrame based on the indicators.
The conditions for a buy signal are:
RSI crosses above 30
TEMA is below the Bollinger Bands middle line
TEMA is rising
Volume is greater than 0
populate_sell_trend: This method populates the sell signal for the DataFrame based on the indicators.
The conditions for a sell signal are:
RSI crosses above 70
TEMA is above the Bollinger Bands middle line
TEMA is falling
Volume is greater than 0
The strategy uses these indicators to identify potential buying and selling opportunities in the market.
It's important to note that this is just a brief overview, and the actual implementation and effectiveness of the strategy may depend on various factors, including the specific parameters used for the indicators and the market conditions.