The NFI46FrogZ strategy is a trading strategy implemented as a class that inherits from the IStrategy class. Here is a brief description of what the strategy does:
The populate_indicators method is responsible for populating the indicators used in the strategy. It takes a DataFrame and metadata as inputs and returns a modified DataFrame with the indicators.
The method retrieves informative data for a specific pair, applies indicators to the data, and merges it with the original data.
It also performs additional transformations and renames columns.
The resulting DataFrame is returned. The populate_buy_trend method populates the buy signals for the strategy. It takes a DataFrame and metadata as inputs and returns a modified DataFrame with buy signals. The method defines multiple conditions for buying based on various indicators and criteria such as moving averages, relative strength index (RSI), volume, and price patterns. If any of the conditions are met, a buy signal is generated for the corresponding data point. Overall, the strategy combines multiple indicators and conditions to determine buy signals for trading. It utilizes indicators such as moving averages, RSI, and volume to identify favorable buying opportunities in the market.