The CombinedBinHAndClucV8 strategy is a trading strategy implemented as a class that inherits from the IStrategy interface. Here's a brief description of what the strategy does:
The populate_indicators function is responsible for calculating various indicators based on the input dataframe and metadata. It merges informative data from a 1-hour timeframe with the main timeframe data using the merge_informative_pair function.
The populate_buy_trend function populates the "buy" signal based on a set of conditions.
These conditions involve comparisons and calculations using different columns of the dataframe.
The strategy checks for conditions such as moving averages (ema), price thresholds, volume, and other indicators to determine whether to generate a "buy" signal. The populate_sell_trend function populates the "sell" signal based on a set of conditions. These conditions involve comparisons of the price (close) and volume columns with specific thresholds, such as upper Bollinger Bands and RSI (Relative Strength Index). The strategy uses a combination of technical indicators and predefined conditions to generate buy and sell signals for trading.