The Ichimoku_v34 strategy is a trading strategy that uses the Ichimoku cloud indicator to generate buy and sell signals. Here's a breakdown of what the strategy does:
The strategy calculates various indicators using the Ichimoku cloud, such as the conversion line (tenkan), base line (kijun), and two cloud lines (senkou_a and senkou_b). It also includes the green and red colors of the cloud.
In the populate_buy_trend method, the strategy generates buy signals based on the following conditions:
The close price crossed above the senkou_a line two periods ago.
The close price two periods ago is greater than the senkou_a line and the senkou_b line.
In the populate_sell_trend method, the strategy generates sell signals based on the following condition:
The close price crossed below the kijun line three periods ago, and the current close price is lower than the kijun line. The strategy sets a minimal return on investment (ROI) of 100% and has a stop loss of -1 (which may need to be adjusted). The ticker interval is set to '4h' (4-hour candles), and there are no informative pairs defined. Overall, the strategy aims to capture buy signals when the price crosses above the cloud and sell signals when the price crosses below the kijun line. However, further customization and parameter tuning may be required to optimize the strategy's performance.