The Neat_RL strategy is designed to backtest trading strategies by adding various technical analysis indicators to a given dataset. These indicators provide insights into market trends, volatility, and other relevant factors. The strategy aims to enhance performance by selecting the most appropriate indicators based on the specific requirements of the trading strategy or hyperparameter optimization configuration.
The indicators included in the strategy are as follows: Average Directional Index (ADX) Plus Directional Movement (PLUS_DM) Plus Directional Indicator (PLUS_DI) Minus Directional Movement (MINUS_DM) Minus Directional Indicator (MINUS_DI) Aroon Up and Down (AROON) Aroon Oscillator (AROONOSC) Awesome Oscillator (AO) Keltner Channel (KC) - Upper Band, Lower Band, Middle Band, Percent, and Width Ultimate Oscillator (UO) Commodity Channel Index (CCI) Relative Strength Index (RSI) and Fisher RSI Stochastic Oscillator (SlowD and SlowK) Fast Stochastic Oscillator (FastD and FastK) Stochastic RSI (FastD_RSI and FastK_RSI) Moving Average Convergence Divergence (MACD) - MACD Line, Signal Line, and Histogram Money Flow Index (MFI) Rate of Change (ROC) Bollinger Bands (BB) - Upper Band, Middle Band, Lower Band, Percent, and Width Weighted Bollinger Bands (WBB) - Upper Band, Lower Band, Middle Band, Percent, and Width Exponential Moving Averages (EMA) - 3, 5, 10, 21, 50, and 100 periods Simple Moving Averages (SMA) - 3, 5, 10, 21, 50, and 100 periods Stop and Reverse (SAR) Triple Exponential Moving Average (TEMA) Hilbert Transform - Sine and Lead Sine Candlestick Patterns - Hammer, Inverted Hammer, Dragonfly Doji, Piercing, Morning Star, Three White Soldiers, Hanging Man, Shooting Star, Gravestone Doji, Dark Cloud Cover, Evening Doji Star, Evening Star, Three Line Strike, Spinning Top, Engulfing, Harami, Three Outside Up/Down, and Three Inside Up/Down Heikin-Ashi Open, Close, High, and Low prices Additionally, if the strategy is running in live or dry run mode, it fetches the current best bid and ask prices from the order book.
By incorporating these indicators, the strategy provides a comprehensive set of information that can be used to analyze market conditions and make informed trading decisions.
The indicators included in the strategy are as follows: Average Directional Index (ADX) Plus Directional Movement (PLUS_DM) Plus Directional Indicator (PLUS_DI) Minus Directional Movement (MINUS_DM) Minus Directional Indicator (MINUS_DI) Aroon Up and Down (AROON) Aroon Oscillator (AROONOSC) Awesome Oscillator (AO) Keltner Channel (KC) - Upper Band, Lower Band, Middle Band, Percent, and Width Ultimate Oscillator (UO) Commodity Channel Index (CCI) Relative Strength Index (RSI) and Fisher RSI Stochastic Oscillator (SlowD and SlowK) Fast Stochastic Oscillator (FastD and FastK) Stochastic RSI (FastD_RSI and FastK_RSI) Moving Average Convergence Divergence (MACD) - MACD Line, Signal Line, and Histogram Money Flow Index (MFI) Rate of Change (ROC) Bollinger Bands (BB) - Upper Band, Middle Band, Lower Band, Percent, and Width Weighted Bollinger Bands (WBB) - Upper Band, Lower Band, Middle Band, Percent, and Width Exponential Moving Averages (EMA) - 3, 5, 10, 21, 50, and 100 periods Simple Moving Averages (SMA) - 3, 5, 10, 21, 50, and 100 periods Stop and Reverse (SAR) Triple Exponential Moving Average (TEMA) Hilbert Transform - Sine and Lead Sine Candlestick Patterns - Hammer, Inverted Hammer, Dragonfly Doji, Piercing, Morning Star, Three White Soldiers, Hanging Man, Shooting Star, Gravestone Doji, Dark Cloud Cover, Evening Doji Star, Evening Star, Three Line Strike, Spinning Top, Engulfing, Harami, Three Outside Up/Down, and Three Inside Up/Down Heikin-Ashi Open, Close, High, and Low prices Additionally, if the strategy is running in live or dry run mode, it fetches the current best bid and ask prices from the order book.
By incorporating these indicators, the strategy provides a comprehensive set of information that can be used to analyze market conditions and make informed trading decisions.
Unable to parse Traceback (Logfile Exceeded Limit)
stoploss: -10 timeframe: 5m hash(sha256): 5e522834bbfb860e511fb7d11ef3fde0753d4856bc0064af5a3653525f0066f2 indicators: upper CDLDRAGONFLYDOJI CDLGRAVESTONEDOJI close CDLSPINNINGTOP bb_lowerband bb_percent CDL3WHITESOLDIERS kc_middleband sma10 high fisher_rsi_norma cci ha_high adx aroonosc ema50 minus_dm plus_dm CDLHANGINGMAN aroondown CDLEVENINGDOJISTAR plus_di ha_open slowk macdsignal fastk_rsi minus_di roc lower rsi sma3 sine kc_percent wbb_upperband htsine tema wbb_lowerband uo mfi ema5 kc_width macdhist CDLHAMMER htleadsine CDLEVENINGSTAR sma100 ema10 best_ask sar wbb_width CDL3OUTSIDE bids mid fisher_rsi sm
Similar Strategies: (based on used indicators)
Strategy: BBands, Similarity Score: 98.25%
Strategy: macd_strategy, Similarity Score: 98.25%
Strategy: sample_strategy_284, Similarity Score: 98.25%
Strategy: sample_strategy_3, Similarity Score: 98.25%
Strategy: stoploss, Similarity Score: 98.25%
Strategy: TenderEnter, Similarity Score: 94.74%
Strategy: TestStrategy, Similarity Score: 94.74%
Strategy: bbl3h1rsi, Similarity Score: 94.74%
Strategy: BotE, Similarity Score: 92.98%
Strategy: FRAYSTRAT_BTCUSDT_1H, Similarity Score: 92.98%
Strategy: poimacd, Similarity Score: 92.98%
Strategy: Discord_BuzzzMoneyV1, Similarity Score: 87.72%
Strategy: MACDCross, Similarity Score: 87.72%
Strategy: MACDcross, Similarity Score: 87.72%
Strategy: ElliotV2, Similarity Score: 80.7%
Strategy: ElliotV2_1, Similarity Score: 80.7%
Strategy: ElliotV2_dca_meneguzzo, Similarity Score: 80.7%
Strategy: Discord_3_ElliotV5, Similarity Score: 77.19%
Strategy: Discord_ElliotV2, Similarity Score: 77.19%
Strategy: Discord_ElliotV4, Similarity Score: 77.19%
Strategy: Discord_ElliotV5, Similarity Score: 77.19%
Strategy: ElliotV3_983, Similarity Score: 77.19%
Strategy: ElliotV4, Similarity Score: 77.19%
Strategy: ElliotV4_961, Similarity Score: 77.19%
Strategy: ElliotV4_984, Similarity Score: 77.19%
Strategy: ElliotV5HO_264, Similarity Score: 77.19%
Strategy: ElliotV5_SMA, Similarity Score: 77.19%
Strategy: MarwoSkipVol, Similarity Score: 77.19%
Strategy: MarwoSkipVol15, Similarity Score: 77.19%
Strategy: Discord_ElliotV5HO, Similarity Score: 75.44%
Strategy: ElliotV531, Similarity Score: 75.44%
Strategy: ElliotV5_309, Similarity Score: 75.44%
Strategy: Ichimoku, Similarity Score: 75.44%
Strategy: ichimoku, Similarity Score: 75.44%
Strategy: MarwoHeiken, Similarity Score: 71.93%
last change: 2024-07-28 20:34:13