The Combined_NFIv6_SMA strategy is a trading strategy that combines various indicators to generate buy signals. Here is a breakdown of its important parts:
Indicators:
The strategy first populates indicators using two sets of data: informative_1h and normal_tf (presumably representing different timeframes). The informative_1h indicators are merged with the main dataframe.
Other normal timeframe indicators are calculated and added to the dataframe.
Buy Signal Conditions:
The strategy defines multiple sets of conditions to generate buy signals.
Each set of conditions is represented by a list. For each set, various criteria are checked, including RSI (Relative Strength Index), uptrend_1h, close and open prices relative to moving averages (ma_lower and ema_fast_1h), and volume. Additionally, there are multiple optional buy protections that can be enabled or disabled, such as EMA (Exponential Moving Average), SMA (Simple Moving Average), and safe dips/pumps. Logic operations (AND, OR) are applied to combine the individual conditions. The resulting buy triggers are stored in the dataframe. Buy Conditions:
The strategy allows for the enablement of multiple buy conditions. Each buy condition is associated with a specific buy trigger set (buy_01, buy_02, buy_03). If a buy condition is enabled, the corresponding buy trigger set is considered in the final buy signal decision. Overall, the strategy utilizes a combination of indicators, conditions, and buy triggers to generate buy signals for trading.