The Ichimoku_v21 strategy is a trading strategy that utilizes the Ichimoku indicator to generate buy and sell signals. Here's a brief description of what the strategy does:
The strategy calculates various components of the Ichimoku indicator, including the Tenkan Sen, Kijun Sen, Senkou Span A, Senkou Span B, and cloud colors (green and red). In the populate_buy_trend method, the strategy identifies potential buy signals based on the following conditions:
The close price crosses above the Senkou Span A.
The close price is higher than the Senkou Span A and Senkou Span B.
The close price is higher than the close price 90 periods ago.
Similarly, in the populate_sell_trend method, the strategy identifies potential sell signals based on the following conditions:
The Senkou Span B crosses above the Senkou Span A. The close price is lower than the Senkou Span A and Senkou Span B. The cloud color is red. The strategy assigns a value of 1 to the 'buy' or 'sell' columns of the dataframe to indicate the occurrence of a buy or sell signal, respectively. The strategy defines a minimal return on investment (ROI) target of 10% and a stop loss of -1 (not specified). The ticker_interval is set to '4h', indicating that the strategy operates on 4-hour candlestick data. Please note that some parts of the code, such as the trailing stoploss and informative_pairs methods, are commented out and not used in the strategy.