The "SeeYouLater" strategy is a trading strategy that utilizes technical analysis (TA) indicators to generate buy and sell signals for a given financial market. In the "populate_indicators" function, several TA indicators are added to the input DataFrame. These indicators include the Alligator indicator, which consists of three lines: jaws, teeth, and lips.
The values of these lines are calculated based on the price data (open, high, low, close) and volume data.
The indicator values are then stored in the DataFrame.
The "populate_buy_trend" function populates the buy signal in the DataFrame based on the TA indicators. The conditions for a buy signal are as follows: if a bearish fractal is active (indicating a potential reversal), and the closing price is below the teeth line of the Alligator indicator, and the trading volume is positive. If these conditions are met, the "buy" column in the DataFrame is set to 1. Similarly, the "populate_sell_trend" function populates the sell signal in the DataFrame based on the TA indicators. The conditions for a sell signal are as follows: if a bullish fractal is active (indicating a potential reversal), and the closing price is above the teeth line of the Alligator indicator, and the trading volume is positive. If these conditions are met, the "sell" column in the DataFrame is set to 1. Overall, the "SeeYouLater" strategy uses TA indicators such as the Alligator indicator and fractals to determine buy and sell signals based on the relationship between price, volume, and the indicator lines.