The Trend23t strategy is a trading strategy that uses various indicators to identify trends and generate entry and exit signals for long positions. Here is a breakdown of what the strategy does:
In the populate_indicators method:
Calculates the KST (Know Sure Thing) indicator and its components (kst, kst_diff, kst_sig). Calculates the MACD (Moving Average Convergence Divergence) indicator and its components (macd, macdsignal, macdhist).
Calculates another MACD indicator (macds, macdsignals, macdhists).
Calculates the Ultimate Oscillator (uo).
Calculates the PLUS_DM (Plus Directional Movement) and PLUS_DI (Plus Directional Indicator). Sets the value for dil to 25. Calculates the RSI (Relative Strength Index) and sets the value for rsil to 20. Calculates the Fisher RSI (fisher_rsi) using the RSI. Sets the value for iftrsil to 0.5. Calculates the Keltner Channel (kc_upperband, kc_lowerband, kc_middleband) using a window of 16 and ATR (Average True Range) multiplier of 2. Calculates the Awesome Oscillator (ao) and sets the value for aol to 0. Calculates Simple Moving Averages (SMAs) with different time periods (sma7, sma20, sma25). In the populate_entry_trend method: Identifies entry conditions for long positions based on several criteria: MACD is positive. PLUS_DI is between 26 and 35. Fisher RSI is greater than 0.8. The opening and closing prices are above the Keltner Channel middle band. The 7-period SMA has crossed above the 20-period SMA. The KST has crossed above the KST signal line. Volume is not zero. Sets the enter_long value to 1 and the enter_tag to 'Low below KC' for qualifying entries. In the populate_exit_trend method: Identifies exit conditions for long positions based on the following criteria: The MACD signal line has crossed below the MACD line. Volume is not zero. Sets the exit_long value to 1 for qualifying exits. Overall, the Trend23t strategy combines multiple indicators and conditions to identify trends and generate entry and exit signals for long positions.
Calculates another MACD indicator (macds, macdsignals, macdhists).
Calculates the Ultimate Oscillator (uo).
Calculates the PLUS_DM (Plus Directional Movement) and PLUS_DI (Plus Directional Indicator). Sets the value for dil to 25. Calculates the RSI (Relative Strength Index) and sets the value for rsil to 20. Calculates the Fisher RSI (fisher_rsi) using the RSI. Sets the value for iftrsil to 0.5. Calculates the Keltner Channel (kc_upperband, kc_lowerband, kc_middleband) using a window of 16 and ATR (Average True Range) multiplier of 2. Calculates the Awesome Oscillator (ao) and sets the value for aol to 0. Calculates Simple Moving Averages (SMAs) with different time periods (sma7, sma20, sma25). In the populate_entry_trend method: Identifies entry conditions for long positions based on several criteria: MACD is positive. PLUS_DI is between 26 and 35. Fisher RSI is greater than 0.8. The opening and closing prices are above the Keltner Channel middle band. The 7-period SMA has crossed above the 20-period SMA. The KST has crossed above the KST signal line. Volume is not zero. Sets the enter_long value to 1 and the enter_tag to 'Low below KC' for qualifying entries. In the populate_exit_trend method: Identifies exit conditions for long positions based on the following criteria: The MACD signal line has crossed below the MACD line. Volume is not zero. Sets the exit_long value to 1 for qualifying exits. Overall, the Trend23t strategy combines multiple indicators and conditions to identify trends and generate entry and exit signals for long positions.
Traceback (most recent call last): File "/freqtrade/freqtrade/main.py", line 42, in main return_code = args['func'](args) ^^^^^^^^^^^^^^^^^^ File "/freqtrade/freqtrade/commands/optimize_commands.py", line 58, in start_backtesting backtesting.start() File "/freqtrade/freqtrade/optimize/backtesting.py", line 1401, in start min_date, max_date = self.backtest_one_strategy(strat, data, timerange) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/freqtrade/freqtrade/optimize/backtesting.py", line 1318, in backtest_one_strategy preprocessed = self.strategy.advise_all_indicators(data) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/freqtrade/freqtrade/strategy/interface.py", line 1378, in advise_all_indicators return {pair: self.advise_indicators(pair_data.copy(), {'pair': pair}).copy() ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/freqtrade/freqtrade/strategy/interface.py", line 1378, inreturn {pair: self.advise_indicators(pair_data.copy(), {'pair': pair}).copy() ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/freqtrade/freqtrade/strategy/interface.py", line 1410, in advise_indicators return self.populate_indicators(dataframe, metadata) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/freqtrade/user_data/strategies/Discord_1_Trend23t.py", line 95, in populate_indicators kst = ta.KSTIndicator(dataframe) ^^^^^^^^^^^^^^^ AttributeError: module 'ta' has no attribute 'KSTIndicator'
stoploss: -0.045 timeframe: 15m hash(sha256): 1355b31a629ada725aa6f87cb99d5cb41e0b684a22ea995b92c0004722998ec6 indicators: upper macds plus_dm close rsil uo macdhist kst_sig sma7 macdsignals kc_middleband kc_lowerband volume iftrsil open plus_di aol macdsignal mid fisher_rsi macd kc_upperband kst dil macdhists lower kst_dif kst_diff sma25 enter_long enter_tag rsi ao sma20
No similar strategies found. (based on used indicators)
last change: 2024-04-28 05:11:16