The NFI4Frog strategy is a trading strategy implemented in a backtesting website. Here is a short description of what the strategy does:
The strategy begins by populating indicators using the provided DataFrame and metadata. It retrieves informative data on a 1-hour timeframe and applies indicators to it.
The informative data is merged with the original DataFrame, filling missing values.
Certain columns in the DataFrame are renamed for clarity.
Additional indicators are calculated for normal timeframes. The populated DataFrame is returned. The strategy also includes conditions for determining buy signals:
Multiple conditions are defined using boolean expressions. Each condition checks specific criteria based on various indicators and parameters. The conditions consider factors such as moving averages, relative strength index (RSI), money flow index (MFI), Bollinger Bands, and volume. If any of the conditions are met, a buy signal is generated. Overall, the NFI4Frog strategy combines technical indicators and specific buy conditions to generate trading signals.