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MarketTrader AI

An automated trading advisor that uses artificial neural networks to predict NZDUSD price movements on the M30 timeframe. The system analyzes market data and opens positions based on bar opening prices.

Key Features:
- Currency pair: NZDUSD
- Timeframe: M30
- Entry type: Bar opening price
- Position sizing: Fixed percentage of account balance
- Minimum recommended deposit: $1000
- Recommended leverage: 1:500

- Trade direction: Both long and short positions
- Optimization period: 2023-2024


Neural Network Algorithm:
The advisor implements a deep neural network with the following architecture and workflow:

1. Input Layer:
- Previous 24 hours of price data
- Opening prices of the last 24 H1 bars
- Price momentum indicators
- Volume indicators
- Market volatility metrics

2. Processing:
- Three hidden layers using ReLU activation functions
- Dropout layers to prevent overfitting
- Batch normalization for stable training
- Time-series specific attention mechanism

3. Output Layer:
- Probability of price movement direction for the next bar
- Estimated price movement magnitude

Trading Logic:

1. At the opening of each new H1 bar, the system:
- Collects and normalizes input data
- Processes it through the neural network
- Generates prediction for the next bar's direction

2. Position Entry:
- Opens long position if upward movement probability exceeds 70%
- Opens short position if downward movement probability exceeds 70%
- Position size is calculated as fixed percentage of current balance

3. Risk Management:
- Stop-loss: Dynamic, based on recent volatility
- Take-profit: Set according to predicted movement magnitude
- Maximum position size: 5% of account balance

4. Model Updates:
- Neural network retrains weekly on the latest market data
- Adaptive learning rate based on prediction accuracy
- Regular performance evaluation and parameter optimization


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Pourquoi la plupart des Expert Advisors (EA) échouent-ils ? De nombreux Expert Advisors se basent sur des avantages statistiques temporaires qui disparaissent lorsque le marché change, ce qui se produit en permanence. Le problème de la sur-optimisation De plus, la plupart des développeurs tombent dans le piège de peaufiner leurs EA pour obtenir des résultats parfaits dans le passé, sans se rendre compte que cela ne se traduira pas par une performance future sur le marché. Il est cruci
Aura White Edition MT5
Stanislav Tomilov
4.64 (36)
Aura White Edition est un Expert Advisor unique qui poursuit la série des Expert Advisors Aura. L'Expert Advisor est basé sur le moteur de l'Expert Advisor Aura Black, mais avec un certain nombre de changements et des paramètres de l'auteur pour les paires de devises. L'utilisation de technologies et de techniques modernes permet de mettre en œuvre des méthodes innovantes dans l'approche du programme en matière de trading et d'obtenir des résultats prometteurs. Aura White Edition est un Expert
Darwin Evolution MT5
Guillaume Duportal
4.57 (58)
Darwin Évolution !! Promotion -30% !!     1490 USD vers 990 USD     Durée limitée (offre valide jusqu'à l'arrivé de la prochaine mise à jour, ne perdez pas de temps) DESCRIPTIONS : -- Pour comprendre le fonctionnement, venez lire le blog (Cet EA reflète ma philosophie du trading forex…Si vous aimez ma façon de voir les choses, alors vous aimerez mon EA. Prenez le temps de le faire !! (Le forex n’est pas une course) : https://www.mql5.com/en/blogs/post/745790 -- Pour voir les performanc
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The Expert Advisor works on double stochastic and trawl. The Expert Advisor trades simultaneously on 29 standard symbols. The Expert Advisor is for five-digit accounts. Leverage   1:500 Timeframe for trading   H1 Optimization period: 2023.05 - 2024.08 Symbol for placing the Expert Advisor any of the standard symbols. Statistics on a real account:   https://www.mql5.com/en/signals/1751931 Lot for every   0.01   lot needs   500   deposit. The first three knees are skipped. Total knees for each
The Expert Advisor works on double stochastic, bollinger bands and trawl. The Expert Advisor trades simultaneously on 21 standard symbols. The Expert Advisor is for five-digit accounts. Leverage   1:500 Timeframe for trading   H1 Period : 2022.05-2024 Symbol for placing the Expert Advisor any of the standard symbols. Statistics on a real account:   https://www.mql5.com/en/signals/1964381 Lot for every   0.01   lot needs   $500   deposit. The first three knees are skipped. Total knees for each
The Expert Advisor works on double stochastic and trailing. The Expert Advisor trades simultaneously on 28 standard symbols. The Expert Advisor is for five-digit accounts. Leverage   1:500 Timeframe for trading   H1 Optimization period: 2022.05 - 2024.08 Symbol for placing the Expert Advisor any of the standard symbols. Statistics on a real account:   https://www.mql5.com/en/signals/1964381 Lot for every   0.01   lot needs   500   deposit. The first three knees are skipped. Total knees for ea
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Version 1.31 2024.11.27
fresh optimization