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The SampleStrategy class is a trading strategy that utilizes various technical analysis indicators to generate buy and sell signals. Here's a breakdown of what the strategy does:
populate_indicators: This method calculates and adds several technical analysis indicators to the given DataFrame. The indicators used are:
ADX (Average Directional Index)
RSI (Relative Strength Index)
Stochastic Fast
MACD (Moving Average Convergence Divergence)
MFI (Money Flow Index)
Bollinger Bands
SAR (Stop and Reverse)
TEMA (Triple Exponential Moving Average)
HT_SINE (Hilbert Transform - SineWave)
populate_buy_trend: This method populates the buy signal for the DataFrame based on certain conditions:
RSI crosses above 30
TEMA is below the Bollinger Bands' middle band
TEMA is rising
Volume is not zero
populate_sell_trend: This method populates the sell signal for the DataFrame based on certain conditions:
RSI crosses above 70
TEMA is above the Bollinger Bands' middle band
TEMA is falling
Volume is not zero
The strategy uses these indicators and conditions to generate buy and sell signals, which can be used for backtesting trading strategies on the website.
startup_candle_count : 30 adx: 11.718% rsi: 11.220% tema: 0.090%
stoploss: -0.1 timeframe: 4h hash(sha256): a80b6af08115f20ea00ff5ed4cbf5a5669fd4c76ebe6c3e7900452f6f1554411 indicators: upper htsine tema asks close mfi bb_lowerband bb_percent macdhist fastk htleadsine leadsine volume fastd best_ask sar bids macdsignal mid bb_width macd best_bid adx lower bb_middleband rsi bb_upperband sine
Similar Strategies: (based on used indicators)
Strategy: FRAYSTRAT, Similarity Score: 96.55%
Strategy: Machete, Similarity Score: 96.55%
Strategy: MeoMeo99, Similarity Score: 96.55%
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Strategy: sample_strategy_151, Similarity Score: 96.55%
Strategy: sample_strategy_168, Similarity Score: 96.55%
Strategy: sample_strategy_170, Similarity Score: 96.55%
Strategy: sample_strategy_182, Similarity Score: 96.55%
Strategy: sample_strategy_193, Similarity Score: 96.55%
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Strategy: sample_strategy_20, Similarity Score: 96.55%
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Strategy: winner2, Similarity Score: 96.55%
Strategy: sample_strategy_643, Similarity Score: 93.1%
Strategy: firesoul, Similarity Score: 89.66%
Strategy: sample_strategy_34, Similarity Score: 86.21%
Strategy: sample_strategy_487, Similarity Score: 86.21%
last change: 2023-10-28 07:21:58