StrategyTrendReversal

The StrategyTrendReversal strategy is designed to backtest a trading strategy based on trend reversals. Here is a short description of what the strategy does: It uses a 5-minute timeframe for analysis. The strategy requires at least 4 candles before producing valid signals.

It implements a minimal return on investment (ROI) table with predefined values at different time intervals.

A stop loss of -0.316 is set.

The strategy uses the simpleTrendReversal custom indicator to populate the indicators on the price data. In the populate_buy_trend function, the strategy identifies potential buying opportunities based on specific conditions: The volume is greater than 0. The closing price is higher than a minimum coin price (0.0000015). The trend_reversal indicator is set to True. If all the conditions are met, a "buy" signal is generated for the corresponding candle. The populate_sell_trend function inherits the default implementation from the parent class, which is not provided in the code snippet. Overall, the strategy aims to identify trend reversals and generate buy signals based on specific conditions, while the selling logic is inherited from the parent class.