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Neural Bitcoin Impulse

Introducing Neural Bitcoin Impulse - an innovative trading bot created using neural network training technology on voluminous market data sets. The built-in mathematical model of artificial intelligence searches for the potential impulse of each next market bar and uses the resulting patterns of divergence and convergence between the predictive indicators and the price to form high-precision reversal points for opening trading positions.

The trading robot is based on the Neural Bar Impulse indicator that we created earlier. To solve the task of predicting the bar impulse, the indicator uses a Recurrent Neural Network (RNN) with a complex and modern architecture, which combines LSTM layer for analysing dependencies in time series, BatchNormalization and Dropout to stabilize learning and prevent overtraining, as well as fully connected layers to extract higher-level features from the data. Training such a model allows it to capture complex temporal dependencies in currency exchange rate data and make predictions based on these dependencies.

These advantages make the Neural Bitcoin Impulse trading robot a powerful tool for automating and optimizing the trading process in the cryptocurrency market.

  • Innovative technology: The robot uses advanced neural network training technology on large amounts of market data, which allows it to analyze information and make decisions based on a deeper understanding of market dynamics.
  • High accuracy: Thanks to the inbuilt mathematical model of artificial intelligence and the use of sophisticated data processing algorithms, the robot is able to form highly accurate reversal points for opening trading positions, which can increase the probability of successful trades.
  • Timing: The robot uses recurrent neural networks (RNN), which are able to analyze and take into account timing dependencies in market data. This allows it to predict the momentum of market bars based on complex time dependencies, which improves the quality of trading decisions.
  • Stabilized learning: The use of Batch Normalization and Dropout techniques in the neural network architecture helps to prevent overtraining of the model and ensure its stable training on a variety of data.
  • Efficient use of data: By utilizing large amounts of market data and sophisticated data processing algorithms, the robot is able to extract important attributes from the data and make informed trading decisions.
  • Ease of use: The trader does not need to have a deep understanding of the technicalities of the market.

### BOT SETTINGS ### - Bot settings.

ATR Period - ATR indicator period.
Positions Volume - Volume of trading positions.
Positions Stop-Loss ATRs - Stop-Loss of trading positions (in ATR values).
Positions Take-Profit ATRs - Take-Profit of trading positions (in ATR values).
Positions Magic Number - Magic number of trading positions.
Positions Comment - Comment of trading positions.
Positions Open In One Side Max Count - Maximum allowed number of trading positions opened in one side.
Positions Min Intervals ATRs - Minimum interval (in ATR values) between trading positions.
Positions Close Current By Contra - Close the current open trading position when a signal appears in the opposite direction: NO_CLOSE - do not close, CLOSE_IN_PLUS - close only if the current position is in plus, CLOSE_ALWAYS - close always.
Positions Averaging - Averaging trading positions.
Positions Averaging Volume Multiplier - The volume multiplier of each next averaging trading position relative to the previous one.
Stop-Kran Max Drawdown -$ - Maximum drawdown (the sum of profit of all open and closed trading positions) for Stop-Kran (emergency closing of all open positions).
Stop-Kran Start Date - Date from which the sum of profit of closed trading positions for Stop-Kran starts counting.

### INDICATOR SETTINGS ### - Indicator (Neural Bar Impulse) settings.

=== RATES HISTORY CALCULATIONS === - Calculation of historical bars settings.
Calculate History From Bar Shift - History bar number from which the indicator calculation begins.
Calculate History From Bar DateTime - Date/time of the history bar from which the indicator calculation begins.

=== MOVING AVERAGE === - Moving average settings.
Averaging Period - Averaging period (based on the indicator).

=== DIVERGENCE === - Divergence settings.
Divergence By... - How we build divergence: DIVERGENCE_BY_INDICATOR - on the extreme values of the indicator, DIVERGENCE_BY_AVERAGING - on the extreme values of the averaging.
Indicator Extremums Min. Height % - The minimum height of the indicator extremum in order to consider it a top and use it to draw divergence lines on the indicator chart.
Indicator Extremums Min. Deviation % - Minimum deviation between two indicator extremes. The higher the value, the greater the slope of the divergence lines, that is, the steeper the declines/rises between extremes on the indicator chart.
Price Extremums Min. Deviation % - Same as in the previous parameter, only for price extremes, not the indicator.


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Gold Energy MT5
Gregory Hay
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Delving deep into the sphere of finance and trading strategies, I decided to conduct a series of experiments, exploring approaches based on reinforcement learning as well as those operating without it. Applying these methods, I managed to formulate a nuanced conclusion, pivotal for understanding the significance of unique strategies in contemporary trading. Neural network advisors, despite showcasing impressive efficiency in the initial stages, proved to be highly unstable in the long run. Vario
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5 (10)
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Presentamos Scalper Deriv: Elevando tu Experiencia en Scalping. GRAN OFERTA POR POCO TIEMPO Ahora $350, antes $400. Aprovecha ya! Obtén 1 EA gratis (para 2 cuentas de trading) -> contáctame después de la compra. Setfiles y más   aquí ¿Eres de los traders que encuentran su pasión en el scalping y desean aprovechar al máximo su capital? ¡Ya sea que tengas un balance de $20, $200, $2000, $20000 o incluso $200000 en tu cuenta, tenemos la solución perfecta para ti! Te presentamos Scalper Deriv ,
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Profalgo Limited
4.5 (10)
Asesores Expertos
Promoción de lanzamiento: Número limitado de copias disponibles al precio actual Precio final: 990$ Ultimate Combo Deal   ->   click here LIVE RESULTS:   https://www.mql5.com/en/signals/1949810 JOIN PUBLIC GROUP:   Click here Set Files ¡Bienvenido a DayTrade Pro Algo!   Después de años de estudiar los mercados y programar distintas estrategias, he encontrado un algoritmo que tiene todo lo que necesita un buen sistema de trading: Es corredor independiente Se propaga independiente Muestra p
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Aleksandr Chebotaev
5 (4)
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Hello, my name is Alexander. I would like to introduce you to my new development, the Hercules AI advisor. The advisor is synthesis of Price Action Method and Artificial Intelligence technologies.  It doesn't use  any indicators. The EA works well on Gold  pair. The advisor has shown stable performance for more than 10 years. It does not use dangerous trading methods such as martingale, etc. All transactions are protected by take profit and stop loss. I tried to make the advisor as easy to insta
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Guillaume Duportal
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Asesores Expertos
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