The NostalgiaForInfinityX2 strategy is a trading strategy that involves populating indicators and determining buy trends based on those indicators. Here is a breakdown of its main components:
populate_indicators method: This method populates informative indicators for the base currency pair (BTC) and different timeframes. It retrieves data from the data frame and merges it with informative indicators using the merge_informative_pair function.
It drops unnecessary columns and returns the updated data frame.
populate_buy_trend method: This method determines the buy trend based on specific conditions.
It iterates over the buy parameters and checks if certain protection conditions are met. If all conditions are satisfied, it triggers a sell signal and returns the signal name along with the buy tag. pairs and informative_pairs: These variables store pairs and informative pairs for multiple timeframes. The informative pairs include both the base currency pair (BTC) and other informative pairs. Indicator calculations: The strategy calculates various indicators such as RSI (Relative Strength Index), SMA (Simple Moving Average), Bollinger Bands, and Williams %R for different timeframes. Overall, the strategy aims to generate buy signals based on the populated indicators and specific conditions defined in the code.