The BB_RPB_TSL strategy is a trading strategy that uses various technical indicators to generate buy signals. Here is a short description of what the strategy does:
populate_indicators: This function populates the necessary indicators for the strategy by merging data from different timeframes and applying additional indicators. populate_buy_trend: This function determines the buy signals based on several conditions:
is_dip: Checks if the RMI (Relative Momentum Index), CCI (Commodity Channel Index), and SRSI (Stochastic Relative Strength Index) meet certain criteria indicating a dip in the market.
is_sqzOff: Checks if the Bollinger Bands are in a squeezed state (the lower band of the Bollinger Bands is below the Keltner Channel's lower band, and the upper band of the Bollinger Bands is above the Keltner Channel's lower band).
is_break: Checks for a breakout by analyzing the Bollinger Bands' width, delta, and the close price's deviation from the moving average.
is_local_uptrend: Identifies a local uptrend based on the EMA (Exponential Moving Average) crossovers, EMA difference, and the close price's relation to the Bollinger Bands. is_local_dip: Identifies a local dip based on the EMA crossovers, EMA difference, RSI (Relative Strength Index), CRSI (Commodity Channel Index Range Signal), and the close price's relation to the EMA. is_ewo: Checks for conditions indicating a potential buying opportunity using the RSI, EMA, and the EWO (Elliott Wave Oscillator). is_ewo_2: Similar to is_ewo, but includes additional conditions based on the 1-hour timeframe's EMA and RSI. is_r_deadfish: Looks for a reverse deadfish pattern using various indicators such as EMAs, Bollinger Bands' width, volume, CTI (Composite Trading Index), and R (rhythm) indicator. is_clucHA: Checks for buy signals based on the rate of change, Bollinger Bands, and Heikin-Ashi candlestick patterns. is_cofi: Modified version of the cofi strategy, considering conditions related to EMAs, fastk/fastd, ADX (Average Directional Index), EWO, CTI, and R. is_gumbo: Modified version of the gumbo1 strategy, considering conditions related to EWO, EMAs, CTI, and R. is_sqzmom: Modified version of the squeezeMomentum strategy, considering conditions related to Bollinger Bands, linear regression, EMA, EWO, and R. is_nfi_13: Checks for buy signals based on conditions related to EMAs, SMA (Simple Moving Average), CTI, and EWO. These conditions are used to determine whether to place a buy order. The strategy may use additional functions and conditions not described in the given code snippet.