The NostalgiaForInfinityX2 strategy is a trading strategy that aims to generate buy signals based on a set of conditions. It utilizes various indicators and informative timeframes to make trading decisions. Here is a breakdown of its functionality:
populate_indicators method:
It calculates informative indicators related to Bitcoin (BTC) based on the chosen stake currency.
These indicators are merged with the base dataframe using different timeframes.
Certain columns are dropped from the dataframe.
populate_entry_trend method:
It defines a set of conditions for generating buy signals. The conditions include checks on BTC bullishness, percentage changes, moving averages, trends, and more. Depending on the index, different conditions are applied. If the conditions are met, an "enter_tag" is assigned to the corresponding row in the dataframe. Overall, the strategy combines informative indicators, such as BTC-related data and additional timeframes, with specific entry conditions to identify potential buying opportunities in the market.