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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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    5 (8)
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    Ho Tuan Thang
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    Marzena Maria Szmit
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    Mansour Babasafary
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    Wei Tu
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    Bogdan Ion Puscasu
    5 (31)
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    Zaha Feiz
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    Marzena Maria Szmit
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    Herlina Sari
    5 (2)
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    Arseny Potyekhin
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    Sachin Gautam
    5 (7)
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    Maksim Dmitriev
    2.63 (8)
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    Xian Qin Ceng
    4.67 (3)
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    Thi Thu Ha Hoang
    4.69 (26)
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    Marco Solito
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    Profalgo Limited
    4.28 (74)
    道具準備就緒! ( 下載SETFILE ) 推出促銷活動: 目前價格只剩幾本! 最終價格:990$ 免費取得 1 個 EA(適用於 2 個交易帳號)-> 購買後聯絡我 Ultimate Combo Deal   ->   click here JOIN PUBLIC GROUP:   Click here New V2.2 Live Signal Old Live Signal 歡迎來到黃金收割者! 該 EA 以非常成功的 Goldtrade Pro 為基礎,設計為同時在多個時間框架上運行,並且可以選擇將交易頻率從非常保守到極端波動設定。 EA 使用多種確認演算法來找到最佳入場價格,並在內部運行多種策略來分散交易風險。 所有交易都有停損和止盈,但也使用追蹤停損和追蹤停盈來最小化風險並最大化每筆交易的潛力。 該系統建立在非常流行且經過驗證的策略之上:交易突破重要的支撐位和阻力位。   黃金非常適合這種策略,因為它是一種波動性很大的貨幣對。 系統根據您的帳戶規模和最大允許提款設定自動調整交易頻率和手數! 回測顯示出非常穩定的成長曲線,回撤非常可控且恢復很快。  該 EA 已針
    Apocalypse Gold
    Xian Qin Ceng
    5 (5)
    很多人喜欢XAUUSD的交易,我也不例外,在积累了一些交易经验之后,经过努力,我制作了这个 Apocalypse XAU EA专门用来交易所有与XAU有关的品种,例如 XAUUSD/XAUEUR/XAUGBP/XAUCHF/XAUJPY/XAUAUD 。不过考虑到很多人可能并不需要交易所有的XAU货币对,而仅仅需要交易XAUUSD而已,因此一款入门级别的EA变得非常有意义。于是我决定制作  Apocalypse Gold,这是一款专门用于XAUUSD品种交易的EA。 信号展示与讨论群: 信号展示1: https://www.mql5.com/zh/signals/2223871   如果你不知如何设置参数或者有其他任何疑问,请点击这里:   Click here 99.9%质量历史数据回测, 2018-2024,Fixde lot . 原价499$,折扣价399$,下一个价格 599$! 一次一单,每个交易订单都有止损止盈。没有马丁,没有网格。在好的年份里,EA会持续增长。当然,也会遇到坏时候。不过坏日子通常不会太久。让我们一起对未来抱有美好期待。 Prop Firm考核: 购买
    Gold Trade Pro MT5
    Profalgo Limited
    4.27 (33)
    推出促銷活動! 僅剩幾本,449 美元! 下一個價格: 599$ 最終售價:999$ 免費取得 1 個 EA(適用於 2 個交易帳號)-> 購買後聯絡我 Ultimate Combo Deal   ->   click here Live signal:   https://www.mql5.com/en/signals/2084890 Live Signal high risk :  https://www.mql5.com/en/signals/2242498 Live Signal Set Prop Firm Set File JOIN PUBLIC GROUP:   Click here Parameter overview Gold Trade Pro 加入了黃金交易 EA 俱樂部,但有一個很大的區別:這是一種真正的交易策略。 “真實交易策略”是什麼意思? 您可能已經註意到,市場上幾乎所有黃金 EA 都是簡單的網格/鞅系統,當市場與初始倉位相反時,該系統會添加交易。  它們通常偽裝成“神經網絡/人工智能/機器學習”,但如果您對外彙和 EA 有一點經驗,您可以輕鬆
    Daytrade Pro Algo MT5
    Profalgo Limited
    4 (9)
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    Gold Harvest MT5
    Abdul Jalil Mridah
    4.33 (3)
    Promotional s uper discount  for today   for few copies .  Prices may increase at any time. Final price will be 4999 USD. Set Files for Gold Harvest MT5   and  Live Signal Please just change Risk Level (1-80). No need other field change and Risk Level 2 = 2% risk for 1000 equity or above. It's only good works on XAUUSD H1 Timeframe. This robot is profitable. This robot requires minimum deposit of 100 equity. You can get good results with it. You can test it first . It will increase the volume i
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    Dilwyn Tng
    4.84 (25)
    MT4版本: https://www.mql5.com/en/market/product/104871 通过HFT MT5挑战性能监控(不适用于真实账户): 经纪商:Fusion Market 登录:89600 密码:Greenman89$ 服务器:FusionMarkets-demo 超过700条5星真实评价(早期发布的MT4版本): https://www.mql5.com/en/market/product/104871?source=Unknown#!tab=reviews 公共频道: https://www.mql5.com/en/channels/hftpropfirmea MT4版本: https://www.mql5.com/en/market/product/104871 主要特点 专为HFT挑战设计: 针对Prop Firms挑战设计,低回撤,带止损。 支持: 除了提供set文件外,还提供全面的手册和视频教程,包括VPS设置、MT设置、EA下载、机器人设置和运行。应要求提供折扣代码和链接。还提供Team Viewer、AnyDesk或远程桌面访问支持,适合初学者。
    Aura Neuron MT5
    Stanislav Tomilov
    5 (3)
    Aura Neuron 是一款独特的 EA 交易系统,延续了 Aura 系列交易系统。通过利用先进的神经网络和尖端的经典交易策略,Aura Neuron 提供了一种具有出色潜在性能的创新方法。这款 EA 交易系统完全自动化,旨在交易 EURUSD 和 XAUUSD (GOLD) 等货币对。从 1999 年到 2023 年,它在这些货币对中表现出了一致的稳定性。该系统避免了危险的资金管理技术,例如马丁格尔、网格或剥头皮,使其适用于任何经纪商条件。Aura Neuron 由多层感知器 (MLP) 神经网络驱动,利用它来预测市场趋势和走势。MLP 是一种前馈人工神经网络 (ANN),通常被称为“原始”神经网络,尤其是当它们由单个隐藏层组成时。MLP 包括三个基本层:输入层、隐藏层和输出层。除输入节点外,每个神经元都使用非线性激活函数。该网络使用称为反向传播的监督学习技术进行训练。 MLP 的多层结构和非线性激活使其有别于线性感知器,使其能够识别数据中非线性可分的模式。通过其复杂的 NN 智能,Aura Neuron 能够识别模式并适应不断变化的市场条件,例如汇率或交易者行为的变化。其处理复杂
    欢迎使用 Gold Trend Scalping 促销活动: 1天促销价 $263.99。24小时后,价格将恢复到 $333.99。 下一个价格:$393.99 最终价格:$1993.99   实时信号 Gold Trend Scalping 是我专为黄金设计的第一个EA。 该EA采用基于较大时间框架的趋势跟随交易策略。 它使用超级趋势指标来检测较大时间框架的主要趋势,然后在较小时间框架上开仓。 每笔交易EA都使用固定的止损,设定为100点。 此外,它还包含一个追踪止损来确保盈利。 该EA不使用风险较大的策略,如马丁格尔或网格交易。 它旨在延续前作US30 Scalper、Quantum Algo 和 Diamond Titan的成功,始终以安全和长期目标为优先。 注意事项 该EA不使用ChatGPT,也不依赖AI或其他许多作者在描述中故意加入的虚构元素。请小心,不要陷入这种陷阱。 该EA也不会直线产生利润或100%赢利。世界上没有任何系统能够做到这一点;所有类似的声明都是被操纵的。 我一直是一个使用真实账户和真实系统进行交易的开发者,因此在某些时期出现亏损是正常的。我不试图欺骗
    Golden Burger AI
    Karthik Gopalakirshnan
    5 (1)
    FEW COPIES AVAILABLE FOR 417$.NEXT PRICE WILL BE 999$ SIGNAL PAGE -  https://www.mql5.com/en/signals/2241170?source=Site+Signals+My USE RAW,ECN,OR ZERO ACCOUNT FOR BETTER TRADING EXPERIANCE Golden Burger EA: Advanced Trading for XAUUSD Overview: The Golden Burger EA is a sophisticated trading robot designed to trade Gold (XAUUSD) on a 30-minute chart. Engineered with precision and tested extensively, this EA is optimized for high-performance trading on various account types, including Raw, ECN,
    作者的更多信息
    Bip
    Dragan Drenjanin
    1 (1)
    "BiP" is an advanced trading system built on fuzzy logic, designed to offer dynamic and intelligent trade management. The system identifies potential entries (both long and short) by scanning through eight different signals, ensuring a solid strategy for pinpointing market opportunities. Additionally, it incorporates two distinct exit rules for managing active positions, offering flexibility in both long and short trades. The latest update brings notable enhancements, including new trading engi
    Crypto Hunter
    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
    PredatorEA
    Dragan Drenjanin
    5 (1)
    The latest upgrade of the robot is version 1.19. The list of currency pairs and two set files can be found inside the ZIP file in the comments section.  If you want to explore what your own list of the best currency pairs would be, simply run the strategy tester with default settings and test the robot on all available symbols in the Market Watch. Whether this robot will meet your expectations, is hard to say. It depends on how it is used. I would also like to emphasize that a VPS service is ne
    CyberExpert
    Dragan Drenjanin
    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)
    Quark "Old Style Guy!" The Expert Advisor is designed for use on any currency pair, but by default, it can be used on EURUSD in the H1 timeframe and is ready for immediate deployment. Please note that the latest update does not include preset files, and as a result, the behavior of old sets(comment sections) within this version may be uncertain. The robot is configured with a micro lot size for each individual position by default. To manage your risk level, you can activate the Money Management
    Hulk
    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
    Jurgen
    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
    Dragan Drenjanin
    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
    Crypto Kong
    Dragan Drenjanin
    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
    Dragan Drenjanin
    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
    LionKing
    Dragan Drenjanin
    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
    Yukimura
    Dragan Drenjanin
    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
    Dragan Drenjanin
    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
    Ultimate Machine
    Dragan Drenjanin
    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
    Cyber Ape
    Dragan Drenjanin
    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
    BlackDragon
    Dragan Drenjanin
    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
    Dragan Drenjanin
    "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
    TripleDoublePro
    Dragan Drenjanin
    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 Genesis
    Dragan Drenjanin
    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
    Dragan Drenjanin
    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
    Gold Digger MT5
    Dragan Drenjanin
    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
    Black Digger
    Dragan Drenjanin
    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
    StockTrader
    Dragan Drenjanin
    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
    Golden Boy EA
    Dragan Drenjanin
    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
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    版本 1.25 2024.10.29
    implementation of a system for checking the training status of the neural network
    版本 1.24 2024.10.27
    store db data in a separate folder
    auto-generated magic number
    plus more fancy things
    版本 1.23 2024.10.24
    change in the print statement for db
    each symbol has a separate db
    版本 1.22 2024.10.24
    Refactoring SQL call
    New Comments on the chart
    database modifications
    版本 1.21 2024.10.10
    new upgrade
    版本 1.20 2024.09.04
    Small changes have been made inside this version, but with a big impact
    版本 1.19 2024.09.02
    small bugfix
    change in print statements
    版本 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.
    版本 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.
    版本 1.16 2024.08.22
    refactoring all w to dynamic calculations
    版本 1.15 2024.05.19
    EA upgrade
    版本 1.14 2024.05.11
    neural network upgrade
    版本 1.13 2024.05.07
    removing unnecessary print functions
    版本 1.12 2024.05.06
    removing visible inputs
    版本 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.
    版本 1.10 2024.03.28
    upgrade DB
    版本 1.9 2024.03.27
    SQLite db
    changes within the database
    版本 1.8 2024.03.13
    print functions fixing
    版本 1.7 2024.03.12
    Cleaning up unused stuff and fixing bugs.
    I sincerely hope that there will be no more bugs.
    版本 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.
    版本 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.
    版本 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
    版本 1.3 2024.02.26
    invalid pointer bug fix
    版本 1.2 2024.02.05
    compatibility with the MT4 version
    版本 1.1 2024.02.02
    creating DB in the opt process