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The Strategy005 class is a trading strategy that utilizes various technical indicators to generate buy and sell signals for a given DataFrame of market data. The strategy consists of three main methods: populate_indicators, populate_buy_trend, and populate_sell_trend. The populate_indicators method adds several technical indicators to the DataFrame.
These indicators include MACD (Moving Average Convergence Divergence), MINUS_DI (Minus Directional Indicator), RSI (Relative Strength Index), Fisher RSI, Stochastic Fast, SAR (Stop and Reverse), and SMA (Simple Moving Average).
These indicators provide information about trend strength, momentum, and potential reversals in the market.
The populate_buy_trend method populates the buy signal in the DataFrame based on the values of the indicators. The conditions for generating a buy signal include the price being above a certain threshold, volume being higher than the rolling mean of volume multiplied by a factor, price being below the SMA, Stochastic Fast's %D value being higher than %K value, RSI being positive, Stochastic Fast's %D value being positive, and Fisher RSI normalized value being below a specific threshold. The populate_sell_trend method populates the sell signal in the DataFrame based on the indicator values. The conditions for generating a sell signal include RSI crossing above 50, MACD being negative, MINUS_DI being positive, or SAR being higher than the price and Fisher RSI being above a certain threshold. Overall, Strategy005 combines multiple technical indicators to identify potential buying and selling opportunities in the market based on specific conditions.
These indicators include MACD (Moving Average Convergence Divergence), MINUS_DI (Minus Directional Indicator), RSI (Relative Strength Index), Fisher RSI, Stochastic Fast, SAR (Stop and Reverse), and SMA (Simple Moving Average).
These indicators provide information about trend strength, momentum, and potential reversals in the market.
The populate_buy_trend method populates the buy signal in the DataFrame based on the values of the indicators. The conditions for generating a buy signal include the price being above a certain threshold, volume being higher than the rolling mean of volume multiplied by a factor, price being below the SMA, Stochastic Fast's %D value being higher than %K value, RSI being positive, Stochastic Fast's %D value being positive, and Fisher RSI normalized value being below a specific threshold. The populate_sell_trend method populates the sell signal in the DataFrame based on the indicator values. The conditions for generating a sell signal include RSI crossing above 50, MACD being negative, MINUS_DI being positive, or SAR being higher than the price and Fisher RSI being above a certain threshold. Overall, Strategy005 combines multiple technical indicators to identify potential buying and selling opportunities in the market based on specific conditions.
stoploss: -0.1 timeframe: 5m hash(sha256): d1fc8b3f0fbda4e7c2dc6927a0ef8fa19265c0fbd4309de394cf501068c14f87
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last change: 2022-07-02 19:54:08