The CombinedBinHAndClucV8 strategy is a trading strategy implemented as a class that inherits from the IStrategy class. Here's a brief description of what the strategy does:
The populate_indicators method is responsible for populating indicators used in the strategy. It takes a DataFrame and metadata as input and returns the modified DataFrame with additional indicators.
The populate_buy_trend method is used to determine the buy signals in the strategy.
It defines multiple conditions that need to be met for a buy signal to be generated.
These conditions involve comparisons between different indicators, moving averages, and price levels. If any of the conditions are satisfied, the corresponding row in the DataFrame is marked with a 'buy' signal. The populate_sell_trend method is responsible for determining the sell signals. Similar to the populate_buy_trend method, it defines conditions that need to be met for a sell signal. These conditions include comparisons of the price with the upper Bollinger Band, the relative strength index (RSI), and volume. If any of the conditions are met, the corresponding row in the DataFrame is marked with a 'sell' signal. Overall, the strategy combines various technical indicators and conditions to generate buy and sell signals for trading. The specific details and parameters of the indicators and conditions are defined within the method.