The NFI46 strategy is a backtesting strategy that aims to identify potential buying opportunities in trading. Here is a brief explanation of how the strategy works:
populate_indicators: This method populates the indicators used by the strategy, including informative 1-hour indicators and normal time frame indicators. populate_buy_trend: This method determines the conditions for buying based on various criteria.
The strategy uses multiple conditions (from 1 to 10) to evaluate if a buying opportunity exists.
Each condition is represented by a set of logical expressions.
Here are some of the important conditions:
Condition 1: Considers factors like the 1-hour exponential moving averages (ema_50_1h, ema_200_1h), the 200-period simple moving average (sma_200), safe dips, safe pump, relative increase in price, RSI values, and MFI values. Condition 2: Considers factors like 1-hour exponential moving averages, safe pump conditions, volume requirements, RSI values, and Bollinger Bands. Condition 3: Considers factors like price being above a certain moving average, safe pump conditions, specific price patterns, and volume conditions. Condition 4: Considers factors like 1-hour exponential moving averages, safe dips conditions, safe pump conditions, price below certain moving averages, and volume conditions. Condition 5: Considers factors like moving averages, safe dips conditions, safe pump conditions, volume requirements, specific price patterns, and exponential moving average differences. Condition 6: Considers factors like 1-hour exponential moving averages, safe dips conditions, volume requirements, and exponential moving average differences. Condition 7: Considers factors like moving averages, safe dips conditions, volume requirements, exponential moving average differences, RSI values, and volume conditions. Condition 8: Considers factors like price being above a certain moving average, moving average relationships, specific price patterns, and RSI values. Condition 9: Considers factors like moving averages, safe dips conditions, volume requirements, specific price patterns, RSI values, and MFI values. Condition 10: Considers factors like 1-hour exponential moving averages, safe dips conditions, safe pump conditions, volume requirements, and specific price patterns. The strategy evaluates these conditions and adds them to a list of conditions. Each condition represents a potential buying opportunity. The strategy combines these conditions to generate buy signals for the backtested trading strategy. Note: The provided code snippet appears to be incomplete, and there might be additional methods or sections that are not included.