The ClucHAnix strategy is a trading strategy that uses various technical indicators to generate buy and sell signals. Here is a brief description of what the strategy does:
In the populate_indicators method:
It calculates the Heikin-Ashi candles based on the input dataframe. It calculates Bollinger Bands and stores the mid and lower bands.
It calculates the absolute difference between the mid band and the lower band.
It calculates the absolute difference between the current and previous Heikin-Ashi close prices.
It calculates the absolute difference between the current Heikin-Ashi close price and the low price. It calculates the EMA (Exponential Moving Average) with different time periods. It calculates the ROCR (Rate of Change Ratio) indicator. It calculates the RSI (Relative Strength Index) indicator and transforms it using the Fisher transform. It retrieves additional informative data for the specified pair and timeframe. It calculates Heikin-Ashi candles and ROCR for the informative data. It merges the informative data with the main dataframe. In the populate_buy_trend method:
It retrieves the buy parameters. It sets buy signals based on specific conditions:
ROCR value in the 1-hour timeframe is greater than a specified threshold. Various conditions related to Bollinger Bands, Heikin-Ashi close prices, and their relationships. In the populate_sell_trend method:
It retrieves the sell parameters. It sets sell signals based on specific conditions:
Fisher transform value is greater than a specified threshold. Conditions related to Heikin-Ashi high and close prices, EMA, Bollinger Bands, and volume. The ClucHAnix_ETH class is a subclass of ClucHAnix and likely represents a specific implementation of the strategy for trading ETH (Ethereum).