The Squeeze001 strategy is a trading strategy that utilizes various technical indicators to generate buy and sell signals. Here is a brief description of what the strategy does:
The populate_indicators function adds several technical indicators to the given DataFrame. These indicators include Simple Moving Average (SMA), Exponential Moving Average (EMA) with different time periods, Moving Average Convergence Divergence (MACD), Average Directional Index (ADX), Directional Movement indicators (DM+ and DM-), Parabolic SAR (SAR), Relative Strength Index (RSI), Fisher Transform of RSI (fisher_rsi), Bollinger Bands (bb_upperband, bb_mid, bb_lowerband), Bollinger Band Gain (bb_gain), Keltner Channels (kc_upper, kc_lower, kc_middle), Donchian Channels (dc_upper, dc_lower, dc_mid), and Squeeze indicator components (sqz_upper, sqz_lower, sqz_on, sqz_off, sqz_ave, sqz_delta, sqz_val).
The populate_entry_trend function determines the conditions for entering a trade (generating a buy signal) based on the values of the indicators.
The conditions include positive volume, non-null sqz_upper value, optional ADX threshold, close price below EMA, and Bollinger Band Gain above a specified threshold.
The function sets the 'buy' column to 1 for rows that meet all the conditions. The populate_exit_trend function determines the conditions for exiting a trade (generating a sell signal) based on the indicator values. The conditions include positive volume, non-null sqz_upper value, and the Squeeze indicator value crossing above a specified threshold. The function sets the 'sell' column to 1 for rows that meet all the conditions. The strategy combines these indicators and conditions to identify potential entry and exit points for trading.
The populate_entry_trend function determines the conditions for entering a trade (generating a buy signal) based on the values of the indicators.
The conditions include positive volume, non-null sqz_upper value, optional ADX threshold, close price below EMA, and Bollinger Band Gain above a specified threshold.
The function sets the 'buy' column to 1 for rows that meet all the conditions. The populate_exit_trend function determines the conditions for exiting a trade (generating a sell signal) based on the indicator values. The conditions include positive volume, non-null sqz_upper value, and the Squeeze indicator value crossing above a specified threshold. The function sets the 'sell' column to 1 for rows that meet all the conditions. The strategy combines these indicators and conditions to identify potential entry and exit points for trading.
stoploss: 0 timeframe: 5m hash(sha256): a27317ae94f06f30ac3a264665e10f6d196d69435776b5478522b890d4f3361d indicators: upper sqz_off sqz_on kc_lower close bb_gain bb_lowerband ema5 sqz_lower macdhist sma volume sqz_delta dm_plus sar sqz_val high macdsignal ema mid fisher_rsi dc_upper dc_lower macd dc_mid ema3 adx lower kc_middle kc_upper rsi bb_upperband low sqz_of dm_minus sqz_ave bb_mid sqz_upper
Similar Strategies: (based on used indicators)
Strategy: Squeeze001, Similarity Score: 97.44%
Strategy: Squeeze002, Similarity Score: 94.87%
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Strategy: SqueezeOff, Similarity Score: 94.87%
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last change: 2024-04-29 13:12:06