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AdamMT5

Adam: Neural Network-Based Trading Robot

Adam is a trading robot developed based on my custom neural network, containing everything necessary for efficient operation. I've made a significant effort to optimize the entire system as much as technically possible. Adam now has a fast optimization process, but keep in mind that this is a highly complex system. 

Application Overview

Position Size is determined based on the input “Fixed Lot Size,” which denotes the fixed lot size. I don’t think this needs further explanation. Exit Rules such as Take Profit, Stop Loss, Trailing Stop, and Step are calculated based on the ATR indicator. The values are expressed in coefficients, as five independent ATR indicators are used as multipliers within the system. If you're wondering where Break Even is, don't worry—it's included within the system. By adjusting the Trailing Stop and Step options, you are, setting both Trailing Stop and Break Even simultaneously. The robot also provides standard functionality for placing Buy and Sell orders. Through the drop-down menu “Choose Trade Mode,” you can choose to execute either Buy orders only, Sell orders, or both, which is the default. 

The next option is “Order Type”. By clicking on the drop-down menu, you can select which types of orders the robot will work with. You can choose between Market orders, Limit orders, or Stop orders. Next is “Order Expiration in Bars”. This option applies only if you’ve selected pending orders in “Order Type” (Stop or Limit). It determines when pending orders will expire if they are not activated. Expiration is measured in bars. For example, if you’re using an H1 time frame and set the expiration to 1, this means that the order will expire after 60 minutes if not activated. In the M15 time frame, it expires after 15 minutes. I hope this is clear. Another option is “Max Trades per Day”. When this is set to 0, it means this input is not considered, in other words, it's inactive. This setting allows you to define the maximum number of trades the robot will open within a single day. If you set it to 1, the robot will open only one trade today.

Neural Network Inputs

The Adam Neural Network includes nine input parameters. Let’s go through them one by one.

  • Epoch: This defines the number of epochs required to train the neural network during robot initialization. For instance, if you set this to 1000, the robot will complete the process in 1000 epochs or 11000 ticks.
  • Session: This is a multiplier for the number of epochs. If you set it to 2, the robot will train the neural network for 2000 epochs (2 * 1000).
  • Threshold: This sets the weight for the neural network. Use appropriate weights, as the system compares the total sum of all significant parameters to this threshold. If the sum is less than the threshold, the system won’t operate (e.g., it won’t open market orders).

Enable Database Log Messages! This input allows you to track the process in the “Expert” tab within the MT5 platform. Lastly, it’s worth noting that the robot operates using an SQLite database. The entire process is automated. When the robot is activated, it creates a database. The table name is tied to the symbol nam. If multiple sessions are configured during training, the robot goes through the data and selects the best parameters based on a specific index. The robot trains the neural network only during initialization or self initialization. That’s all for now, and I wish you successful trading!
    Platform and Account Details:
    • Platform type: MT5
    • Account type: Any
    • Currency Pairs trading 
    •  Check section  >> What's New <<
    • If you buy now, you reserve the right to own new upgraded versions of the robot, which will appear at specific time intervals continuously.  

    Note:

    Keep in mind that "Adam" should be tested on a demo account, before any use.

    Support:

    • Send me a DM: Link 
    My Link:

    Installation Guide

    Testing

    WARNING: I sell all my products only via MQL5 website. If you see it somewhere else, be aware of scam.

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    Arseny Potyekhin
    4.5 (10)
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    Thi Thu Ha Hoang
    4.71 (28)
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    Marco Solito
    4.97 (59)
    Last copy at 399$ -> next price 499$ Dark Algo  is a fully automatic Expert Advisor for   Scalping   Trading on   Eurusd . This Expert Advisor is based on the latest generation of   algorithm  and is highly customizable to suit your trading needs. If you   Buy this Expert   Advisor you can   write a feedback   at market and   get   a second EA for   Free , for More info contact me The basic strategy of this EA is built on a sophisticated   algorithm  that allows it to   identify   and   follow m
    Alins Crown EA is Fully Automated Expert Advisor specifically designed to run on the XAUUSD/GOLD pair. Alins Crown EA will trade based on analysis that uses the concept of following trends and making transactions in overbought or oversold zones. Trends In forex is defined as the general direction in which a currency pair's price is moving. Trends can be upward (bullish), downward (bearish), or sideways (ranging). Alins Crown Live Signal Alins Crown EA can identify trends very well which is devel
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    Xian Qin Ceng
    4.67 (3)
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    Gold Harvest MT5
    Abdul Jalil Mridah
    4.33 (3)
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    ONLY 3 COPIES OUT OF 10 LEFT AT $399! After that, the price will be raised to $499. - REAL SIGNAL: Default Setting:  https://www.mql5.com/en/signals/2251841 Gold Scalper Trading is an EA that uses a complex trading methodology that includes cross-market analysis to find scalpable entry points with XAUUSD, one of the market's wildest running pairs. EA uses stop loss for all orders, only 1 order and does not use any dangerous trading methods: No grid, no martingale,... Gold Scalper Trading is o
    Diamond Ultimate'a Hoş Geldiniz!!! BACKTEST GUIDE LANSMAN PROMOSYONU: Mevcut fiyatla sadece birkaç kopya kaldı! Son fiyat: 4993,99 $ EA, NET HESAP SİNYALLERİ sağlar. Ayar dosyalarını indirin MT4 Sürümü Diamond Ultimate , çeşitli fiyat hareketlerine dayalı algoritmaları 13 yıllık piyasa deneyimi ile birleştirerek emirleri yürütür ve sermayeyi yönetir. Tüm işlemler net stop loss ve take profit seviyelerine sahiptir. EA, karları garanti altına almak için takip eden stop loss kullanır. EA, ay
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    Lo Thi Mai Loan
    4.36 (22)
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    Dragan Drenjanin
    1 (1)
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    Dragan Drenjanin
    5 (1)
    The Crypto Hunter Expert Advisor The Crypto Hunter Expert Advisor (EA) is specifically designed for trading on BTC/USD. With its minimalist design, the robot is exceptionally user-friendly, making it ideal for traders of all experience levels. One of its key features is the various exit levels and the built-in logic that triggers exits when specific conditions are met—an essential aspect to keep in mind when deploying this EA. The trading frequency of Crypto Hunter is intentionally set to a lowe
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    Dragan Drenjanin
    5 (1)
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    Version 1.14 incorporates some significant changes compared to all previous versions. Additionally, this robot has been designed in a new manner, focusing on minimal adjustable inputs because I personally advocate simplicity within the complexity of anything. Hence, a minimalist user interface has been implemented without compromising performance. This robot also has its version for the MT4 platform, which will be released soon. What can you expect from this robot? Well, I've been hard at work,
    Quark
    Dragan Drenjanin
    5 (1)
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    Dragan Drenjanin
    5 (1)
    The Hulk v1.15, expert advisor is configured to trade with default settings on three currency pairs and the H1 time frame: CHFJPY,USDCAD and CADJPY . If you intend to test or use this robot on multiple symbols, assign a unique magic number to each of them to ensure the robot understands its tasks. The default risk is set at 0.01, but you have the option to activate the MM system and manually determine the risk level for each position. This robot encompasses 50 independent strategies that can
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    Dragan Drenjanin
    The Jurgen Expert Advisor is part of a series of robots known for their minimalist style, emphasizing ease of use and system management. This robot belongs to the trend generation of robots, executing all types of orders based on specific rules. One distinctive feature of this application is its somewhat lower trading frequency. Therefore, I recommend creating an Expert Advisors Portfolio, utilizing this application simultaneously on different trading symbols and timeframes. This approach increa
    EmaPro
    Dragan Drenjanin
    4 (1)
    Ema Pro v1.17 is a newly developed robot featuring a classic crossover strategy using two MA indicators. What sets it apart is the integration of a data miner. Additionally, the system supports various order types and enables flexible trading. Exit rules, such as take profit, stop loss, trailing, and break-even, are determined based on independent ATR indicators. The default configuration targets EURUSD in the H1 time frame, though the robot can also be applied to XAUUSD in the same time frame.
    Kral
    Dragan Drenjanin
    Version 1.6 of the   KRAL , released in December 2023, incorporates advanced functionalities. Consequently, this robot now possesses the ability to work with all types of orders and open buy or sell-only, positions as well. Additionally, it features an integrated option for reversing positions. This version also includes an advanced money management system, which can be utilized at your discretion, and it offers an independent option to set a fixed lot size if automatic calculation is not prefe
    Crypto Mama version 1.10 introduces a significant change. The robot now possesses the capability to execute various types of orders, including Limit, Stop, and Market orders. The "Reverse" option is also integrated but is deactivated by default. However, users can activate it when necessary. By default, the robot initiates Market orders and is configured to trade on the following symbols: BTCUSD/H1 timeframe. When using the robot on the listed symbols, prioritized by quality, users must select a
    KONG: The Next Generation A complete explanation of this robot can be found on the MQL5 Blog in the article titled at the following link:  " Introducing Crypto Kong: Your Path to Smart Cryptocurrency Trading "   Short Video tutorial :  https://youtu.be/aQLU2TpFxzM Crypto Kong version 1.15 is expected to be the final and definitive version of this robot. With the latest update, we have successfully achieved all the objectives we initially set out to accomplish, which were not fully realized in th
    Crypto Monkey is the latest addition to our suite of automated trading robots tailored for Bitcoin trading. Embracing a minimalist design, this robot aligns seamlessly with the aesthetic of our previously released applications on this online store. Notably, Crypto Monkey is equipped with predefined entry rules capable of generating market orders for both buying and selling positions. Additionally, the robot incorporates exit signal rules as well and includes standard rules such as Take Profit (T
    Lion King is an innovative Expert Advisor (EA) for trading, created with the idea that simplicity brings the best results. The latest version of this robot simplifies processes and enables easier usage while maintaining high efficiency and stability in trading.  Lion King can be used for testing and trading on the EURUSD currency pair, in the H1 timeframe, making it ideal for those who prefer medium-term trading. The system offers a "Close on Friday" option, allowing users to close all open pos
    The Samurai robot is designed with simplicity in mind, offering all the necessary features to control the app easily, despite its complexity under the hood. By default, it’s configured to trade the EURUSD pair on an H1 time frame, which remains the most suitable symbol even after extensive testing over the past six months. While the robot allows trading on other symbols, it requires additional adjustments, making EURUSD the easiest option for hassle-free use. The robot employs various ATR indic
    Error EA is designed to be a forex trader, trading currency pairs. The robot is capable of trading across timeframes ranging from M15 to H6. When trading on higher timeframes, from H1 to H6, the robot is characterized by higher precision and lower trading frequency. On the other hand, when trading on lower timeframes, from M15 to M30, the robot has a higher trading frequency. Additionally, the robot achieves excellent results on various currency pairs across different timeframes. This fact clear
    Hello traders. The Ultimate Machine is a versatile robot, primarily designed to trade the XAUUSD symbol on the H1 time frame using default settings. However, if you wish to trade on a different currency pair, such as EURUSD, you'll need to undergo the optimization and testing process. Therefore, I recommend testing the robot extensively on a DEMO account before proceeding further. If you're exclusively using this robot, there's no need for additional adjustments. However, if you're simultaneousl
    This robot features a simple user interface design. But underneath, it holds a lot of advanced features that allow you to do various things with the system. You can choose to only buy or sell. Also, you can create different types of orders, such as market, stop, and limit orders. Or you can choose automatic mode and let the system decide the order type. The strategy can also be adjusted according to your preferences. You can also select the method of calculation for all exit levels. This means
    The Black Dragon robot embodies my core concept used in many different robots developed by me, which is a minimalist UI design. The robot can be used on different symbols with default settings, eliminating the need for additional user intervention. When applied exclusively to a single currency pair, no adjustments are required. However, for those who want to deploy the robot on different currency pairs (see the list below), each symbol must have a unique ID or magic number. It is highly recommen
    "TheThing" Expert Advisor maintains a consistent minimalist design. This robot is not specifically tailored for any single purpose, allowing you to trade all available symbols. By testing the robot on all available currency pairs within the strategy tester, you can find which pairs are suitable for trading and on which time frame. Despite its minimalist design, the simplicity of this robot should not be misconstrued. Its key feature lies in the logic system and other settings that set it apart f
    Short Descriptions The Triple Double Pro expert advisor is a universal robot capable of trading any instrument. By default, it is configured to trade on the XAUUSD symbol in the H1 timeframe. However, if you wish to explore the top currency pairs on which this robot can trade, simply test the robot within the strategy tester on all available symbols, and you will receive a list of the best currency pairs. If you plan to use the robot on multiple different currency pairs, you need to set a unique
    Predator version Geneis Application, robot, or expert advisor Predator v Genesis is hopefully our latest masterpiece. The main feature of this application is ease of use and a very simple and understandable user interface. Also, this robot does not need configuration files or set files, which means that with the default settings, you can trade on several different currency pairs in the H1 time frame. If the robot is used on several different currency pairs or on exactly the same currency pair, e
    Thor MT5
    Dragan Drenjanin
    5 (1)
    The robot is designed for use on XAUUSD in the H1 timeframe and offers five strategies. Incorporating Thor into your trading portfolio enables the utilization of these strategies (see image below). To fully leverage the robot's capabilities, it is recommended to use a VPS. When running the robot alongside other Expert Advisors or using all strategies (str1-str5) simultaneously, ensure that a unique magic number is assigned to each chart. Additionally, all exit rules, including TP, SL, TS, and BE
    Crypto Digger Expert Advisor The Crypto Digger Expert Advisor (EA) is an advanced trading tool designed with flexibility and precision in mind. It offers the ability to execute various types of orders, whether buy, sell, or both, making it adaptable to different market conditions. Users can choose between a sophisticated money management system, which adjusts the lot size dynamically, or set a fixed lot size for a more controlled approach. This ensures that the EA adapts to market volatility, pr
    The recommendation is to use the robot in the H1/H4 timeframe with LIMIT order types. The robot is crafted in a minimalist style, yet it possesses all the features of a fully rounded system. Therefore, the robot has options that allow it to work with all types of orders, reverse positions, and an advanced money management system. All exit rules are calculated based on independent ATR (average true range) indicators. Each instance must have a unique ID or magic number if the robot is used on vari
    The Black Digger Expert Advisor is specifically designed for trading on the CRUDE OIL. It is crucial to carefully consider the risk associated with each position. Due to the high daily volatility, the default settings have a wide range between Take Profit and Stop Loss. Therefore, it is advisable to set a lower risk. Regardless, the robot periodically adjusts its stop, reducing the potential risk.  Platform type: MT5  Account type: Any Recommanded fx broker: InstaForex Symbol  mark >> #CL.z Time
    The Stock Trader is a robot crafted with a minimalist design, specifically engineered for trading on Netflix. It is intended to be part of a larger portfolio, operating alongside other systems focused on different symbols. Due to its behavior, it is advisable to set a lower volume for each individual position when determining the risk level. Essentially, the robot is designed to generate modest profits that contribute to the overall profit of the portfolio. While the robot can be utilized indepe
    KongAI
    Dragan Drenjanin
    The Kong AI is a neural network expert advisor designed for trading crypto pairs. Default settings can be used for trading the BTCUSD currency pair on the H1 timeframe. The robot is cutting-edge technology that allows training the NN network on historical data, and live data during application initialization. In both cases, the robot creates a database to store the acquired data for later use. The robot offers various features such as working with all types of orders, including Market, Stop, and
    The robot is built upon a neural network, offering various functionalities like training the system during initialization and within the strategy tester for optimization. In both scenarios, the robot generates an SQLLight database for future use. If you opt for optimization, you'll need to save the file for later use. The creation of the database is automated and doesn't require any additional user actions. However, if you wish to skip this process, particularly optimization, simply activate the
    Manage Positions is an MT5 script designed with five distinct options for efficiently managing open positions. It offers versatile functionality, allowing for both global impact across all currency pairs and localized influence on specific pairs of interest. Additionally, users can target particular currency pairs to tailor their actions accordingly. For instance, leaving the "LEAVE BLANK to Manage Positions for ALL Symbols" field empty enables closing all positions universally, while specifyin
    The Golden Boy Evolution This robot features 10 preconfigured strategies and specializes in trading XAUSD within the H1 timeframe. Assigning a unique magic number is crucial for seamless operation, particularly when concurrently using the robot across multiple charts with distinct strategies. For optimal performance, a VPS or continuous operation of your computer 24/5 is recommended. With its user-friendly interface, the system ensures easy navigation and setup. While initially trained for XAUUS
    Filtrele:
    İnceleme yok
    İncelemeye yanıt
    Sürüm 1.25 2024.10.29
    implementation of a system for checking the training status of the neural network
    Sürüm 1.24 2024.10.27
    store db data in a separate folder
    auto-generated magic number
    plus more fancy things
    Sürüm 1.23 2024.10.24
    change in the print statement for db
    each symbol has a separate db
    Sürüm 1.22 2024.10.24
    Refactoring SQL call
    New Comments on the chart
    database modifications
    Sürüm 1.21 2024.10.10
    new upgrade
    Sürüm 1.20 2024.09.04
    Small changes have been made inside this version, but with a big impact
    Sürüm 1.19 2024.09.02
    small bugfix
    change in print statements
    Sürüm 1.18 2024.09.01
    Decision Maker:
    Added a DecisionMaker class to handle logic based on weighted inputs and a threshold.
    Integrated sum calculation and decision-making, with print functionality for sum, weights, and threshold.
    Allowed both positive and negative weights, with the customizable threshold to adjust decision frequency.
    Logging and Optimization:
    Introduced printLogMessages and outsideBlockMessagePrinted to control logging frequency.
    Added an AdamOptimizer class for weight updates based on gradients, supporting negative weight adjustments.
    Neural Network:
    Updated the NeuralNetwork3 class for flexibility with negative weights and enhanced training and prediction functions.
    Template Optimization:
    Cleaned the main template by removing unnecessary functions, reducing code lines, and improving performance.

    These updates improve the robot’s decision-making, logging efficiency, and overall speed.
    Sürüm 1.17 2024.09.01
    Update Summary:

    Bug Fixes: Resolved an issue in the data download tools, improving functionality and stability.
    Neural Network Training: A new input parameter now determines the number of repetitions for neural network training, which is set to 5 cycles by default.
    Threshold Input: The input for the threshold has been reintroduced and is now integrated with the DecisionMaker class. This input parameter operates within a range of 0.0 to 1.0.
    Database Handling: A new database management and table creation approach has been implemented. This includes the introduction of a class for sanitizing symbol names to ensure they can be safely used in table names.
    Version Completion: With this version, the primary issues within the robot have been resolved. The next steps will be optimizing parameters to achieve the best possible performance.
    Sürüm 1.16 2024.08.22
    refactoring all w to dynamic calculations
    Sürüm 1.15 2024.05.19
    EA upgrade
    Sürüm 1.14 2024.05.11
    neural network upgrade
    Sürüm 1.13 2024.05.07
    removing unnecessary print functions
    Sürüm 1.12 2024.05.06
    removing visible inputs
    Sürüm 1.11 2024.05.03
    Prefix / Suffix ( #LNG.p / XAUUSD.m)
    Some brokers use prefixes and suffixes for certain symbols. To enable this robot to access the database regardless of whether the symbol in its name contains a prefix or suffix, or both at the same time, an upgrade to our system has been implemented. This change only affects the MT5 version of the robot as it utilizes an SQLite database.
    Sürüm 1.10 2024.03.28
    upgrade DB
    Sürüm 1.9 2024.03.27
    SQLite db
    changes within the database
    Sürüm 1.8 2024.03.13
    print functions fixing
    Sürüm 1.7 2024.03.12
    Cleaning up unused stuff and fixing bugs.
    I sincerely hope that there will be no more bugs.
    Sürüm 1.6 2024.03.11
    Database error fixed
    The error that occurred, specifically the "database error, UNIQUE constraint failed (only during the testing faze), was due to a violation of the uniqueness constraint defined on certain columns in the database table. This constraint ensures that each row in the table is unique based on the specified columns.
    To address this issue, the code was modified.
    Sürüm 1.5 2024.03.01
    The change applies to the database
    We added a new column to the table, the unique ID or magic number.
    Sürüm 1.4 2024.03.01
    Each symbol has its own separate table within the SQLite database
    Finally, I hope I solved the invalid pointer problem
    Sürüm 1.3 2024.02.26
    invalid pointer bug fix
    Sürüm 1.2 2024.02.05
    compatibility with the MT4 version
    Sürüm 1.1 2024.02.02
    creating DB in the opt process