The MarketChyperHyperStrategy is a trading strategy that utilizes various technical indicators to make buy and sell decisions in the market. It first populates a DataFrame with indicators such as ADX, PLUS_DI, MINUS_DI, RSI, MACD, and others. In the populate_buy_trend method, the strategy uses the populated indicators to determine the buy signal.
It considers the trend (downwards, sideways, upwards) and calculates the weight for the WaveTrend indicator and RSI divergence.
It then calculates the total buy signal strength and checks if it meets the required signal strength for each trend.
Depending on the strategy configuration, it sets the 'buy' column in the DataFrame accordingly. Similarly, in the populate_sell_trend method, the strategy determines the sell signal based on the trend, WaveTrend indicator, and bearish divergence in RSI. It calculates the total sell signal strength and checks if it meets the required signal strength for each trend. The 'sell' column in the DataFrame is set based on the strategy configuration. Overall, the MarketChyperHyperStrategy uses a combination of technical indicators and trend analysis to generate buy and sell signals in the market.