The TemaPureNeat strategy is a sample strategy implemented in Python for backtesting trading strategies. It compares a stake currency with USDT (Tether) and is not performing very well, but serves as an example of how to use a referential pair against USDT. Key features of the strategy:
Minimal ROI (Return on Investment) is defined, indicating the desired minimum return from the strategy.
Optimal stoploss is defined, specifying the maximum acceptable loss before exiting a trade.
Timeframe is set to 5 minutes, indicating the interval at which the strategy operates.
Trailing stop is enabled, allowing the stop-loss level to be adjusted as the price moves in favor of the trade. Various technical indicators are used, such as CMO (Chande Momentum Oscillator), TEMA (Triple Exponential Moving Average), and Bollinger Bands. The strategy generates buy signals when the TEMA crosses above the lower Bollinger Band and the CMO value is greater than -5. Sell signals are generated when the CMO crosses below -58. To use this strategy, you can execute the following command:
python3 freqtrade -s TemaPureNeat
For more details and the complete implementation, you can refer to the GitHub repository: https://github.com/freqtrade/freqtrade-strategies