The NostalgiaForInfinityNext strategy is a trading strategy that involves backtesting and analyzing various indicators to make buy decisions in the cryptocurrency market. Here's a breakdown of its key components:
populate_indicators: This function populates the indicators used in the strategy. It retrieves data for the BTC (Bitcoin) pair and applies different indicators based on the stake currency and timeframes.
It merges the informative timeframe data and resamples it to another timeframe if specified.
Finally, it calculates indicators for the normal (5-minute) timeframe.
populate_buy_trend: This function determines the buy conditions for the strategy. It iterates over different buy protection parameters and checks if the specified conditions are met. These conditions include checks on moving averages (EMAs), close prices, volume, and other technical indicators. Depending on the index, specific buy conditions are applied. For example, in index 1, conditions involve the relative strength index (RSI), money flow index (MFI), and open-close price ratio. Overall, the NostalgiaForInfinityNext strategy uses a combination of indicators and conditions to identify potential buying opportunities in the cryptocurrency market.