The NostalgiaForInfinityNextV7155 strategy is a trading strategy that involves backtesting various indicators and conditions to determine optimal buying and selling points in the market. Here is a breakdown of what the strategy does:
Populating Indicators:
Retrieves BTC information for informative timeframes (5m/1h). Merges the BTC information with the main dataframe.
Drops unnecessary columns from the merged dataframe.
Populates indicators for informative timeframes (1d, 1h) if available.
Resamples the data to a specified timeframe if applicable. Populates indicators for the normal (5m) timeframe. Populating Buy Trend:
Initializes a list of conditions. Iterates through the buy protection parameters. Checks if specific buy conditions are enabled. Appends corresponding conditions based on various indicators such as EMA, SMA, close price, safe dips threshold, safe pump period, BTC trend, and pivot points. Considers additional conditions based on the run mode and age filter (if applicable). Overall, the strategy aims to generate a buy signal by evaluating a combination of indicators and conditions in the market data.