The strategy implemented in the provided code is called "TemaMaster". It is a trading strategy that uses technical indicators to generate buy and sell signals for trading. Here is a short description of what the strategy does:
The strategy uses the TEMA (Triple Exponential Moving Average) and CMO (Chande Momentum Oscillator) indicators.
It sets a minimal return on investment (ROI) table, specifying the desired ROI at different points in time.
It sets an optimal stop loss value.
The strategy operates on 5-minute timeframe data. It uses a trailing stop feature, which allows the stop loss to adjust dynamically as the price moves in a favorable direction. The strategy does not recalculate indicators on each candle; it only updates them when a new candle is formed. It can use a sell signal to determine the exit point for a trade. It does not restrict selling to only profitable trades. It does not ignore the ROI table if a buy signal is generated. The strategy also includes methods to populate indicators, generate buy signals based on the indicators, and generate sell signals based on the indicators. Overall, the strategy aims to identify buying opportunities when the TEMA indicator crosses above the lower Bollinger Band and the CMO is greater than -5. It aims to sell when the CMO indicator crosses below -65.