The SMAIP3v2 strategy is a trading strategy that uses simple moving averages (SMA) and exponential moving averages (EMA) to generate buy and sell signals. Here is a breakdown of the important parts of the strategy:
Buy Parameters:
base_nb_candles_buy: Number of candles used for calculating the moving average for buying. buy_trigger: Type of moving average used as a trigger for buying (SMA or EMA).
low_offset: Offset applied to the moving average for determining the buying threshold.
pair_is_bad_1_threshold: Threshold value used to determine if a trading pair is considered bad for buying.
Sell Parameters:
base_nb_candles_sell: Number of candles used for calculating the moving average for selling. sell_trigger: Type of moving average used as a trigger for selling (SMA or EMA). high_offset: Offset applied to the moving average for determining the selling threshold. Stoploss:
stoploss: The percentage value at which a stop-loss is triggered for a trade. ROI table:
minimal_roi: The minimum return on investment required for selling a trade. Trailing Stop:
trailing_stop: A boolean value indicating whether trailing stop is enabled. trailing_only_offset_is_reached: A boolean value indicating whether trailing stop is activated only when the offset is reached. trailing_stop_positive: The positive percentage offset used for trailing stop. trailing_stop_positive_offset: The positive offset at which trailing stop is activated. Other parameters:
timeframe: The timeframe used for analyzing the market data (e.g., '5m' for 5 minutes). use_sell_signal: A boolean value indicating whether sell signals should be used. sell_profit_only: A boolean value indicating whether to sell only when a profit is achieved. ignore_roi_if_buy_signal: A boolean value indicating whether to ignore the ROI table if a buy signal is present. process_only_new_candles: A boolean value indicating whether to process only new candles. startup_candle_count: The number of candles to consider during the startup phase. The strategy also defines methods for confirming trade exits and populating indicators, buy trends, and sell trends based on the market data and the defined parameters. These methods use technical indicators like exponential moving averages (EMA), relative strength index (RSI), and volume to generate signals for buying and selling. Please note that this is a brief description of the strategy based on the provided code. Further analysis and understanding of the code may be required to fully comprehend the strategy's implementation and behavior.