The NostalgiaForInfinityNextGen strategy is a trading strategy that involves populating indicators, determining buy trends, and making buy decisions based on specified conditions. Here is a breakdown of what the strategy does:
Populating Indicators:
The strategy populates various indicators based on different timeframes (5 minutes, 1 hour, 1 day) for the trading pair (BTC) and stake currency. It retrieves BTC informative data and merges it with the current timeframe's data.
It also merges informative data from different timeframes (1 day, 1 hour) if available.
Additionally, it resamples the data to another specified timeframe if required.
Finally, it calculates indicators for the normal (5 minutes) timeframe. Populating Buy Trend:
The strategy defines conditions for determining the buy trend. It iterates over buy protection parameters and checks if the buy conditions are enabled. It applies various conditions such as exponential moving averages (EMA), close price above EMA, rising simple moving averages (SMA), safe dips thresholds, and safe pump thresholds. Based on these conditions, it appends a buy tag to the dataframe to indicate a potential buy opportunity. Please note that the provided code snippet seems incomplete, and some parts are missing. The description above covers the available information from the provided code.