The NostalgiaForInfinityV7 strategy is a backtesting strategy for trading. It implements several indicators and conditions to determine when to buy assets. In the populate_indicators function, the strategy calculates various indicators based on the provided dataframe and metadata.
It includes informative 1-hour indicators and merges them with the main timeframe indicators.
The populate_buy_trend function is responsible for populating the buy signals.
It defines different sets of conditions for each buy scenario (buy_01, buy_02, buy_03, etc.). Each set of conditions consists of multiple protections and logic checks. These protections include checks based on exponential moving averages (EMAs), close price relative to EMAs, simple moving averages (SMAs), safe dips, safe pumps, and more. The logic checks involve comparisons between different indicators such as RSI, MFI, Bollinger Bands, and volume. If the corresponding buy condition is enabled (buy_condition_1_enable, buy_condition_2_enable, etc.), the strategy combines the conditions for that particular scenario and appends them to the conditions list. Ultimately, the strategy generates trigger signals (buy_01_trigger, buy_02_trigger, etc.) based on the combined conditions for each buy scenario. It's important to note that this description provides an overview of the strategy's structure and functionality. To fully understand its intricacies and effectiveness, further analysis and examination of the specific indicators, parameters, and conditions would be required.