Patterns2

The "Patterns2" strategy is a trading strategy that utilizes several technical indicators to generate buy signals for a given financial asset. Here is a breakdown of what the strategy does: In the "populate_indicators" method, the strategy adds the following indicators to the input DataFrame: Money Flow Index (MFI) Relative Strength Index (RSI) Bollinger Bands (bb_lowerband and bb_upperband) Bollinger Bands gain (bb_gain) Simple Moving Average (SMA) Candlestick pattern indicators (CDLHAMMER, CDLINVERTEDHAMMER, CDLDRAGONFLYDOJI, CDLPIERCING, CDLMORNINGSTAR, CDL3WHITESOLDIERS, CDLHANGINGMAN, CDLSHOOTINGSTAR, CDLGRAVESTONEDOJI, CDLDARKCLOUDCOVER, CDLEVENINGDOJISTAR, CDLEVENINGSTAR, CDL3LINESTRIKE, CDLSPINNINGTOP, CDLENGULFING, CDLHARAMI, CDL3OUTSIDE, CDL3INSIDE) In the "populate_buy_trend" method, the strategy determines the buy signal based on the indicators and specified conditions: If RSI is less than or equal to a specified value and greater than 0 (buy_rsi_enabled and buy_rsi) If the closing price is below the SMA (buy_sma_enabled) If MFI is less than or equal to a specified value (buy_mfi_enabled and buy_mfi) If the Bollinger Bands gain is greater than or equal to a specified value (buy_bb_enabled and buy_bb_gain) If specific candlestick pattern indicators have a strength greater than or equal to a specified value (buy_CDL* enabled and pattern_strength) In the "populate_sell_trend" method, the strategy populates the sell signal as 0 for all data points in the DataFrame. Overall, the strategy combines various technical indicators and candlestick patterns to generate buy signals based on specified conditions.