The CombinedBinHClucAndMADV3 strategy is a trading strategy implemented in a backtesting website. Here is a short description of what the strategy does:
In the "populate_indicators" function:
It generates informative indicators for the 1-hour timeframe using the "informative_1h_indicators" method. It merges the informative indicators with the original dataframe based on the desired timeframe and ffill parameter.
In the "populate_buy_trend" function:
It identifies potential buying opportunities based on multiple conditions and indicators.
The conditions include comparisons between different moving averages (ema_200_1h, ema_50, ema_50_1h), lower band, bbdelta, closedelta, tail, and volume.
If any of the three strategies (BinHV45, ClucMay72018, MACD Low buy) yield a buy signal, the 'buy' column in the dataframe is set to 1. In the "populate_sell_trend" function:
It identifies potential selling opportunities based on a condition. The condition compares the closing price to the upper Bollinger Band (bb_middleband) multiplied by 1.01 and checks for nonzero volume. If the condition is met, the 'sell' column in the dataframe is set to 1. Overall, the strategy combines different indicators and conditions to generate buy and sell signals, aiming to capture profitable trading opportunities.