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The ClucHAnix_BB_RPB_MOD strategy is a backtesting strategy that uses various technical indicators and conditions to determine buy signals for trading. Here is a breakdown of what the strategy does:
Indicator Calculation:
Calculates Heikin-Ashi candlestick values (ha_open, ha_close, ha_high, ha_low) based on the input dataframe. Calculates moving averages: Exponential Moving Average (EMA) of periods 8, 14, and 26 (ema_8, ema_14, ema_26) and Simple Moving Average (SMA) of period 15 (sma_15).
Calculates Relative Strength Index (RSI) of periods 4, 14, and 20 (rsi_4, rsi_14, rsi_20).
Calculates Commodity Trend Index (CTI) with a length of 20 (cti).
Calculates Stochastic FastD and FastK values (fastd, fastk). Calculates Average Directional Index (ADX) (adx). Calculates Bollinger Bands: mid-band and lower band (mid, lower). Calculates Bollinger Bands using a different method: lower band, middle band, and upper band (bb_lowerband2, bb_middleband2, bb_upperband2). Calculates various other derived features such as price deltas, tail size, exponential moving averages (ema_fast, ema_slow), Rate of Change Ratio (ROCR) (rocr), and Elliott Wave Oscillator (EWO) (EWO). Retrieves additional informative data for the '1h' timeframe, including Heikin-Ashi close prices and ROCR values. Merges the informative data with the input dataframe. Buy Signal Generation: Initializes an empty buy tag column (buy_tag) in the dataframe. Calculates moving averages for buy and sell signals based on the specified parameters (ma_buy_, ma_sell_). Checks for various conditions to generate buy signals:
BTC safety check: Ensures the percentage change between BTC/USDT prices on the 1d and 1m timeframes is above a threshold and that the volume is nonzero. Pump strength check: Ensures the pump strength indicator is below an antipump threshold. Lambo1 check: Compares the close price with the EMA-14 multiplied by a factor, and RSI values with specified limits. Lambo2 check: Similar to Lambo1 but with different parameter values. Local uptrend check: Checks for an uptrend based on moving average relationships, open price differences, and Bollinger Bands. NFI_32 check: Compares RSI values between two consecutive periods, RSI values with specified limits, close price with SMA-15 multiplied by a factor, and CTI values with a limit. EWO_1 check: Compares RSI values with specified limits, close price with moving averages multiplied by offsets, EWO values with a high limit, and RSI-14 values with a specified limit. EWO_low check: Similar to EWO_1 but with different parameter values. Populate Sell Trend (Not shown):
This part of the strategy is not included in the code snippet provided. It is likely responsible for generating sell signals based on specific conditions. Overall, the strategy calculates various technical indicators and combines them with specific conditions to generate buy signals for trading.
Calculates Relative Strength Index (RSI) of periods 4, 14, and 20 (rsi_4, rsi_14, rsi_20).
Calculates Commodity Trend Index (CTI) with a length of 20 (cti).
Calculates Stochastic FastD and FastK values (fastd, fastk). Calculates Average Directional Index (ADX) (adx). Calculates Bollinger Bands: mid-band and lower band (mid, lower). Calculates Bollinger Bands using a different method: lower band, middle band, and upper band (bb_lowerband2, bb_middleband2, bb_upperband2). Calculates various other derived features such as price deltas, tail size, exponential moving averages (ema_fast, ema_slow), Rate of Change Ratio (ROCR) (rocr), and Elliott Wave Oscillator (EWO) (EWO). Retrieves additional informative data for the '1h' timeframe, including Heikin-Ashi close prices and ROCR values. Merges the informative data with the input dataframe. Buy Signal Generation: Initializes an empty buy tag column (buy_tag) in the dataframe. Calculates moving averages for buy and sell signals based on the specified parameters (ma_buy_
stoploss: -0.99 timeframe: 1m hash(sha256): 7a9fafd1d1dc9c795538b082ba101cf1b24244c295cad620003172012dc51df0 indicators: upper local_trend_bb_factor lambo1_ema_14_factor close cofi_ema bb_lowerband lambo1_rsi_4_limit lambo2_rsi_4_limit volume rsi_4 date close ha_closedelta buy_tag clucha_bbdelta_close rsi_14 bb_upperband2 high ewo_low_offset ema_8 ewo_low_enabled antipump_threshold pump_strength ha_high cofi_enabled adx ema_slow ema_26 runmode ewo_candles_buy local_trend_enabled ewo_high ewo_low rsi_20 bbdelta bb_middleband2 cofi_fastk cofi_ewo_high nfi32_cti_limit closedelta zema_30 ema_fast ha_open sma_15 nfi32_
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last change: 2022-07-02 19:54:08