Nebula Edge is an advanced automated trading system, developed specifically for traders seeking superior performance in dynamic financial environments. This algorithm combines machine learning techniques, deep neural networks and adaptive strategies based on volatility, volume and historical market patterns, ensuring an intelligent and flexible approach to any market condition.

It operates with an optimized hybrid grid trading strategy, advanced filters (RSI, ADX, ATR, MA50), sophisticated risk management and continuous parameter adjustment via machine learning. All this integrated with adaptive order control and protection against high spreads.

Main System Features

💎Hybrid Trading Strategy

Adaptive Grid Trading: Combines multiple grid levels with automatic adjustments based on volatility and market behavior.

Bipolar Mode (Trend/Reversal): Automatically switches between trending or reversing trades, identifying changes in market behavior.

Smart Filters: RSI, ADX, Volume and Moving Average are used as triggers to confirm entries and avoid false signals.

🧠 Integrated Artificial Intelligence

Deep Neural Network: Full implementation of neural network with configurable hidden layers, data normalization and ReLU function.

Continuous Learning: The model periodically readjusts itself based on recent historical data, improving its accuracy over time.

Advanced Optimization Techniques: Use of Adam, He/Xavier initialization, L2 regularization and dropout to avoid overfitting.

⚙ Dynamic Risk Management

Adaptive Stop Loss (ATR): Automatically adjusts stop loss levels based on measured volatility.

Performance-Based Volume Control: Adjusts position size according to accumulated profit/loss.

High Spread Protection: Cancels pending orders in times of excessive spread to avoid poor execution.

📈⬆️ Volatility and Time Adaptation

Automatic calculation of historical volatility using log-returns.

Customizable trading hours configuration, allowing use in different time zones and markets.

🛡️Operational Robustness

Error handling and automatic retry in case of order execution failures.

Secure cancellation system for pending orders.

Real-time visual status panel on the chart showing the current mode (grid or trend).

🎯 Competitive Advantages

Use of AI within the cAlgo platform, without external dependency on APIs or additional platforms.

Fully configurable through intuitive parameters, even for non-technical users.

Unique hybrid system: Combination of Grid + Trend Following with smart filter and self-adjustment.

Developed to be used on multiple forex pairs and even highly liquid futures.

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Total Autonomy

It works in two time sections: 9 to 14 / 16 to 20pm.

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Scalability

It can be deployed simultaneously on multiple assets.

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Continuous Optimization

It adapts to market conditions with constant learning.

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Low Risk of Overfitting

Parameters derived from statistical logic and machine learning.

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Robust Performance

Tested with rigorous risk filters and real-time adjustments.

-These are the parameters already optimized for EURUSD. On the H1 timeframe

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Includes source code and documentation

30-day support

-DO NOT TURN ON THE ALGORITHM ON HIGH IMPACT NEWS!