The CombinedBinHAndClucV7_OPT_02 strategy is designed for backtesting trading strategies. Here's a brief description of what the strategy does:
The populate_indicators function calculates and adds various indicators to the input dataframe, such as moving averages (ema_200, ema_50, ema_200_1h), bollinger bands (lower, bbdelta), closedelta, tail, and volume. The populate_buy_trend function determines the conditions for a buy signal based on multiple sets of conditions.
These conditions include comparisons between different price and indicator values, rolling calculations, and threshold values.
If any of the conditions are met, a 'buy' signal is assigned to the corresponding row in the dataframe.
The populate_sell_trend function determines the conditions for a sell signal. Similar to the buy conditions, these conditions involve comparisons between price values, indicators (such as rsi), and volume. If any of the conditions are met, a 'sell' signal is assigned to the corresponding row in the dataframe. Overall, the strategy aims to identify potential buying and selling opportunities based on the calculated indicators and specified conditions.