The NostalgiaForInfinityV5 strategy is a trading strategy that involves backtesting various conditions to determine when to buy assets. The strategy uses a combination of technical indicators and price data to identify potential buying opportunities. The populate_indicators function is responsible for calculating and merging different indicators into the main dataframe.
This includes informative indicators from a 1-hour timeframe and normal timeframe indicators.
The populate_buy_trend function defines multiple conditions that need to be satisfied for a buy signal to be generated.
These conditions are implemented using boolean expressions and involve comparing various indicators and price data. Some of the important conditions include checking moving averages (EMA and SMA), safe dips and pumps, relative strength index (RSI), money flow index (MFI), volume, and Bollinger Bands. Each condition is represented as an element in the conditions list. If any of the conditions are met, a buy signal is generated for the corresponding asset. Overall, the strategy aims to identify potential buying opportunities based on a set of predefined conditions and technical indicators. It is designed to be used in a backtesting environment to evaluate its performance with historical data.