This strategy is designed to backtest trading decisions based on certain conditions. Here's a breakdown of what the strategy does:
The strategy is implemented as a class that inherits from IStrategy, which is an interface provided by the freqtrade library. The buy_32_ma_offset and buy_33_ma_offset parameters represent moving average offsets used in the buy decision.
The buy_33_rsi, buy_33_cti, buy_33_ewo, and buy_33_volume parameters are additional indicators used in the buy decision.
The populate_buy_trend method takes a dataframe of price data and metadata and applies conditions to determine when to buy.
If the conditions are met, it returns the updated dataframe. The populate_sell_trend method is not implemented and defers to the parent class. The populate_indicators method is not implemented and defers to the parent class. In summary, this strategy uses moving average offsets, relative strength index (RSI), CTI, EWO, and volume indicators to make buy decisions based on certain conditions. The sell decisions are not specified in the code provided.