The Ichimoku_v35 strategy is a trading strategy implemented in the Freqtrade framework. It utilizes the Ichimoku cloud indicator along with other technical indicators to generate buy and sell signals. Here's a breakdown of what the strategy does:
Import necessary libraries and modules.
Define the strategy class Ichimoku_v35 that inherits from IStrategy.
Set the minimal return on investment (ROI) target as 100%.
Set the stop loss value as -1 (disabled). Set the ticker interval to '4h'. Define the informative_pairs method to specify additional informative pairs for the strategy. Define the populate_indicators method to calculate and populate various indicators on the dataframe. Fetch informative pair data and calculate Ichimoku cloud values. Calculate candlestick patterns and Parabolic SAR. Merge the informative pair data with the original dataframe. Calculate Ichimoku cloud values on the original dataframe. Define the populate_buy_trend method to generate buy signals. Check for a crossover of the close price above the Senkou A line of the cloud. Verify that the close price from two candles ago is above the Senkou A and Senkou B lines. Set the 'buy' column to 1 for the corresponding buy signals. Define the populate_sell_trend method to generate sell signals. Check if the close price of the previous day is below the Parabolic SAR value of the informative pair. Set the 'sell' column to 1 for the corresponding sell signals. This strategy primarily focuses on buying when the price crosses above the Senkou A line of the Ichimoku cloud and the previous candle's close price is above both the Senkou A and Senkou B lines. It generates sell signals when the previous day's close price is below the Parabolic SAR value. Please note that this description provides a general overview of the strategy's functionality. For a more detailed understanding, it's recommended to review the code and consult the relevant documentation.