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The Examplestrategy5 is a trading strategy that uses various technical indicators to generate buy and sell signals for a given financial instrument. Here is a brief description of what the strategy does:
In the populate_indicators method:
Several technical analysis (TA) indicators are calculated and added to the input DataFrame. The indicators include MACD, minus directional index (minus_di), RSI, Fisher Transform of RSI (fisher_rsi), Stochastic Fast (fastd and fastk), SAR (Stop and Reverse), and SMA (Simple Moving Average).
In the populate_buy_trend method: Based on the calculated indicators and specific conditions, the strategy populates the buy signal column in the DataFrame.
The buy signal conditions include: Close price greater than 0.00000200 Volume greater than the 200-day volume moving average multiplied by 4 Close price below the SMA (40-day Simple Moving Average) Fast %D of Stochastic Fast greater than fast %K RSI greater than 0 Fast %D of Stochastic Fast greater than 0 Normalized Fisher Transform of RSI less than 38.9 In the populate_sell_trend method: Based on the indicators and specific conditions, the strategy populates the sell signal column in the DataFrame.
The sell signal conditions include: RSI crossing above 50 MACD crossing below 0 Minus directional index (minus_di) greater than 0 OR SAR (Stop and Reverse) above the close price Fisher Transform of RSI greater than 0.3 The strategy aims to generate buy signals when certain conditions are met and sell signals when other conditions are met, based on the calculated technical indicators.
In the populate_buy_trend method: Based on the calculated indicators and specific conditions, the strategy populates the buy signal column in the DataFrame.
The buy signal conditions include: Close price greater than 0.00000200 Volume greater than the 200-day volume moving average multiplied by 4 Close price below the SMA (40-day Simple Moving Average) Fast %D of Stochastic Fast greater than fast %K RSI greater than 0 Fast %D of Stochastic Fast greater than 0 Normalized Fisher Transform of RSI less than 38.9 In the populate_sell_trend method: Based on the indicators and specific conditions, the strategy populates the sell signal column in the DataFrame.
The sell signal conditions include: RSI crossing above 50 MACD crossing below 0 Minus directional index (minus_di) greater than 0 OR SAR (Stop and Reverse) above the close price Fisher Transform of RSI greater than 0.3 The strategy aims to generate buy signals when certain conditions are met and sell signals when other conditions are met, based on the calculated technical indicators.
stoploss: -0.1 timeframe: 5m hash(sha256): d4e661ffd729d97f8288d108f9684fd525434361eee836aab934b813e29abfc4
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last change: 2023-04-26 07:17:48