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The STRATEGY_FBPORT_GITHUB strategy is designed to backtest trading strategies using various technical analysis (TA) indicators. It consists of three main functions: populate_indicators, populate_buy_trend, and populate_sell_trend. The populate_indicators function calculates and adds several TA indicators to the given DataFrame.
These indicators include ADX (Average Directional Index), MACD (Moving Average Convergence Divergence), MINUS_DI, PLUS_DI, RSI (Relative Strength Index), Stochastic Fast, Bollinger Bands, EMA (Exponential Moving Average), and SMA (Simple Moving Average).
These indicators provide insights into market trends, volatility, and momentum.
The populate_buy_trend function determines the buy signals based on the TA indicators. It sets the 'buy' column in the DataFrame to 1 for the following conditions: RSI below 35, Stochastic Fast below 35, ADX above 30, and PLUS_DI above 0.5, or ADX above 65 and PLUS_DI above 0.5. The populate_sell_trend function determines the sell signals based on the TA indicators. It sets the 'sell' column in the DataFrame to 1 for the following conditions: RSI or Stochastic Fast crossed above 70, ADX above 10, and MINUS_DI above 0, or ADX above 70 and MINUS_DI above 0.5. Overall, this strategy aims to generate buy and sell signals based on the combination of multiple TA indicators to assist in making trading decisions.
These indicators include ADX (Average Directional Index), MACD (Moving Average Convergence Divergence), MINUS_DI, PLUS_DI, RSI (Relative Strength Index), Stochastic Fast, Bollinger Bands, EMA (Exponential Moving Average), and SMA (Simple Moving Average).
These indicators provide insights into market trends, volatility, and momentum.
The populate_buy_trend function determines the buy signals based on the TA indicators. It sets the 'buy' column in the DataFrame to 1 for the following conditions: RSI below 35, Stochastic Fast below 35, ADX above 30, and PLUS_DI above 0.5, or ADX above 65 and PLUS_DI above 0.5. The populate_sell_trend function determines the sell signals based on the TA indicators. It sets the 'sell' column in the DataFrame to 1 for the following conditions: RSI or Stochastic Fast crossed above 70, ADX above 10, and MINUS_DI above 0, or ADX above 70 and MINUS_DI above 0.5. Overall, this strategy aims to generate buy and sell signals based on the combination of multiple TA indicators to assist in making trading decisions.
stoploss: -0.1 timeframe: 5m hash(sha256): f9d43f82cf3aed8d14bf8abc12cebf3390c048ef4d85c18c17f7f042d09d4d02
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last change: 2022-07-02 19:54:08