The NFI46OffsetHOA1 strategy is a trading strategy that involves multiple conditions for generating buy signals. Here is a breakdown of its important parts:
populate_indicators method:
Retrieves informative indicators on the 1-hour timeframe. Merges the informative indicators with the main dataframe.
Calculates additional indicators on the normal timeframe.
Returns the updated dataframe.
populate_buy_trend method:
Defines a list of conditions for buy signals. Each condition represents a specific set of criteria that need to be met for a buy signal to be generated. The conditions include various technical indicators, such as moving averages (EMA, SMA), RSI, MFI, Bollinger Bands, etc. Each condition is constructed using logical operators (AND, OR) to combine the individual criteria. The conditions also consider values from previous candles through the use of shifting and rolling calculations. The volume of the asset is also taken into account in some conditions. Returns the updated dataframe with the buy signals. Overall, the NFI46OffsetHOA1 strategy combines multiple technical indicators and conditions to identify potential buying opportunities in the market. The strategy aims to generate buy signals based on specific patterns and market conditions, which can be used for backtesting and evaluating its performance.