• 概述
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  • 新特性

Adaptive EA MT4

It is a trainable trading advisor that you can adapt to trade on any symbol. The robot is suitable for trading any currency pairs, metals, oil or cryptocurrencies. To learn, just run the robot in the tester. At the first pass of the tester, the neural network is trained performing random transactions. During the second pass, you can see the trading results using your trained neural network. Before using the advisor, you can watch the tutorial video.


Parameters

  • Lots size - size for orders;
  • Lots risk - size for orders as a percentage of the deposit;
  • Take profit - take profit size in pips;
  • Stop loss - stop loss size in pips;
  • Trailing stops - size of the trailing stop in pips;
  • Max spread - maximum spread;
  • Process adaptation on history bars - the number of bars participating in the training sample;
  • Process adaptation every time - overwrites the neural network in any case, even with a forward test;
  • Ignore Pattern Errors - ignore errors (for example, gaps) on the chart while working;
  • Monday Trade Session - Sunday trade Session - trade start and end time (do not trade if the value is empty);
  • Magic number - orders magic number;
  • Show info panel - shows informational dashboard;
  • Adaptation Folder - directory for trained neural networks;


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ChatGPT Turbo 人工智能驱动技术 Infinity EA 是一款专为 GBPUSD 和 XAUUSD 设计的高级交易专家顾问。它专注于安全性、持续回报和无限盈利能力。与许多其他依赖高风险策略(如马丁格尔或网格交易)的 EA 不同。Infinity EA 采用基于神经网络的规范、有利可图的剥头皮策略,该神经网络嵌入机器学习、数据分析 AI 技术,由最新的 ChatGPT 版本提供,可让您的整体交易体验卓越不凡。 加入我们拥有超过 6000 名成员的 MQL5 社区, 与其他交易者建立联系。及时了解最新的产品更新、提示和独家内容。 MT5 版本 如何设置 Infinity EA 特征 Infinity EA 利用人工智能驱动的剥头皮策略。 该 EA 与 ChatGPT-4 Turbo 集成,可进行实时数据分析。 Infinity EA 利用机器学习不断从市场数据中学习。 风险管理是 Infinity EA 的核心,具有固定止损和获利设置等功能,可以保护资本并锁定利润。 该 EA 还进行高级蜡烛图分析,以识别高质量的交易条目。 Infinity EA 与道具公司完全兼容。 促销
Neon Trade MT4
Evgeniy Ilin
5 (2)
综合方法的精髓,其主要目标是为交易员实现长期和现实的收益,同时将风险降至最低。基础是结合了高级交易概念和机器学习,这两者能够有效地相互增强。另一个独特之处在于,系统无需进行优化,因为这个功能已经交给了我的服务器。最新的设置每天都会在我们的 Telegram 频道上发布,不断保持系统的高度相关性。 我们的 Telegram 社区 贸易监控 !!! MetaTrader 5 的版本 !!! MetaTrader 4 的免费(简化)版本  安装和操作指南 特别想强调一下, 为什么要买这个顾问? 很多人可能觉得免费版本几乎完全符合原版。但事实并非如此。免费版本只有演示功能,所有的设置都需要你自己选择,从我将定期为您发布的那些选择。静态设置很快就会过时。意思是,在付费版本中,你可以连接到不同的信号,选择你喜欢的。不久的将来这样的信号会越来越多。我会在有能力的时候增加它们。信号只不过是一种设置集,选择工作由我来完成。因此,通过这种方式,你完全摆脱了组建投资组合和更新它们的日常工作。选择一个已经准备好的投资组合(信号)或使用默认设置,其中包括我认为目前最稳定的投资组合。因此, 对你来说,使用 AP
AI Golden Jet Fighter GTX MT4
Andrei Nazarets
4.29 (7)
AI Golden Jet Fighter GTX     MT4 是 Meta Trader 4 平台上一款简单而高效的黄金交易专家顾问 (EA)。该 EA 利用神经网络,专为黄金市场 (XAU/USD) 的剥头皮交易而设计。AI Golden Jet Fighter GTX 的主要策略侧重于识别小幅价格​​波动并开仓以在短时间内获利。EA 实时分析市场状况,并自动执行具有预定义止损和止盈水平的交易。它还支持追踪止损功能,允许交易者在市场有利时锁定利润。为确保准确性,EA 使用价差过滤器来避免在不利条件下交易,并使用滑点保护机制来精确执行订单。AI Golden Jet Fighter GTX 包含风险管理功能,使交易者能够将风险水平设置为其账户余额的百分比,使其能够适应不同的交易方式。EA 利用 NN 算法实时分析市场数据,适应不断变化的条件,并为交易的进入和退出提供高度准确的信号。该 EA 易于使用且完全自动化,只需极少的设置,因此从初学者到专业人士,各个级别的交易者都可以使用它,无需持续监控市场。                              接下来的 10 位买
Aura Neuron MT4
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
Forex GOLD Investor
Lachezar Krastev
4.46 (39)
WINTER Mega SALE! --> Buy Forex GOLD Investor with -60% OFF and get a BONUS EA -> Pips Master PRO - with amazing results! NOTE: Promo price: $197 (Regular Price: $497) - The offer ends soon! Live Signal Account:   https://www.mql5.com/en/signals/2276118 Forex GOLD Investor is one of the best expert advisors developed to trade on GOLD(XAUUSD) in the forex market. Forex GOLD Investor consists of 2 trading systems . The first one is based on scalping trading strategy and the second system has time
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Georgios Kalomoiropoulos
5 (8)
基于 供需 原则的 全自动 EA。第一个提供完全自动化的 供需 EA 。 现在 交易 变得轻松 ,完全控制您的交易策略 通过用户友好的图形交易面板。 您将获得包含超过 15,000 行代码的超高质量 算法交易 软件。 供应需求 EA ProBot 手册 交易“Prop Firms Challenges”和通过所有阶段成为合格交易员的最佳方式。 所有交易均自动进行和管理。只需 选择您的输入 ,然后坐下来,观察您的利润增长。 面板输入参数: 选择 交易方向 (买入或卖出) 选择您想要进行交易的 时间范围 选择您想要交易 的区域类型 (宽、中、窄、超窄) 选择 3 种资金管理 选项 选择 EA 在 盈利 或 亏损 交易 次数后停止 选择 基于风险 或 基于 ATR 的 TP 和 SL 比率 选择 看涨通道 或 看跌通道 内的交易区域 选择 上限 和 下限 范围 如果您只想在一天中的特定时段进行交易,请选择 时间范围 多种 追踪止损 和 盈亏平衡 功能可供选择 您最多可以查看三个更高时间范围的区域。因此,如果您处于 30 分钟时间范围内,则可以激活 1 小时、4 小时和每日供应
43% off for 48 hours only (Original price: $1,595) 50% bonus by purchasing this Robot, Contact us "after purchase" to receive the bonus A fully automatic expert Designed and produced 100% by artificial intelligence, with the world's most advanced technology All trades have profit and loss limits, with the best and least risky market strategy, without using dangerous strategies such as Martingale and hedges, etc. A specialist who has been trained by artificial intelligence for years to correctl
HFT Prop Firm EA
Dilwyn Tng
4.96 (667)
HFT Prop Firm EA 也被称为 Green Man,因为其独特的标志,是专为克服允许高频交易 (HFT) 策略的专有交易公司 (prop firms) 的挑战或评估而设计的专家顾问 (EA)。 限时优惠:购买 HFT Prop Firm EA 免费赠送价值 $198 的工具 MT5 版本: https://www.mql5.com/en/market/product/117386 通过 HFT 挑战表现监控(起价 $200): 1) 经纪商:IC Markets 账号 66603384 服务器:ICmarketsSC-Demo06 密码:Greenman 2) 经纪商:IC Markets 账号 21718043 服务器:ICmarketsSC-Demo02 密码:Greenman 结果 1: https://c.mql5.com/31/1055/hft-prop-firm-ea-screen-4333.gif 结果 2: https://c.mql5.com/31/1055/hft-prop-firm-ea-screen-4648.gif 超过 600 条五星好
EvoTrade EA MT4
Dolores Martin Munoz
5 (1)
EvoTrade:市场上首个自学习交易系统 让我为您介绍EvoTrade——一款结合了前沿计算机视觉和数据分析技术的独特交易顾问。这是市场上首个自学习交易系统,能够实时运行。EvoTrade会分析市场情况,调整策略,并动态适应变化,在任何环境下都能提供卓越的精准度。 EvoTrade使用先进的神经网络技术,包括用于分析时间依赖性的长短期记忆网络(LSTM)和门控循环单元(GRU),用于识别复杂市场模式的卷积神经网络(CNN),以及用于实时策略调整的强化学习算法,例如近端策略优化(PPO)和深度Q学习(DQL)。这些技术使EvoTrade能够发现隐藏的市场信号,并精确调整其操作以适应当前市场动态。 在每次交易后,EvoTrade会重新评估其方法,自动更新止盈(TP)和止损(SL)等参数。系统的使命不仅是对变化做出反应,还要不断优化其交易策略,确保在任何市场条件下都能保持相关性和高效性。 为什么选择EVOTRADE交易顾问? 实时信号 : https ://www .mql5 .com /en /signals /2281752 交易顾问的价格将与其实时信号的增长成正比迅速上升 EvoT
Golden Lab AI MT4
Thu Huyen Trang Nguyen
Golden Lab AI is quite a unique trading system: It operates 100% based on technical analysis. It can integrate fundamental analysis related to deposit interest rates (channel rate mode). For the channel rate mode, you need to contact me before purchasing it. Flexible SL - TP. Single orders only, with no high-risk trades like grid or martingale. Default SL is only 2%. Trades are carefully selected and combined with daily interest rates to determine the main trend, which results in fewer trades—av
AW Recovery EA
AW Trading Software Limited
4.37 (78)
智能交易系统是一个旨在恢复无利可图头寸的系统。 作者的算法锁定了一个亏损仓位,将其拆分为多个独立的部分,并分别平仓。简单的设置、在回撤的情况下延迟启动、锁定、禁用其他 EA 交易、使用趋势过滤进行平均以及部分关闭亏损头寸都内置在一个工具中。 与仅在整个组中关闭订单的网格策略相比,使用部分关闭损失可以让您以较低的存款负载减少损失,从而确保更安全地处理损失。 如何恢复订单: 1 EA 关闭所选工具的其他窗口以关闭无利可图的 EA(可选)。 2 EA 重置所有已处理订单的止盈和止损水平,并删除具有相应标识符的挂单。 3 EA 关闭所有已处理的盈利订单,以便使用其利润来弥补部分非盈利订单并减少总头寸量(可选)。 4 EA 通过打开锁定订单来锁定亏损头寸。 5 然后,通过打开恢复订单,它开始通过部分关闭不盈利的订单来减少损失。 6 当部分关闭时,算法首先恢复定位最不成功的订单,或者最接近盈利的无利润订单。每个无利可图的订单都分为许多部分,顾问分别关闭每个部分。恢复订单以小量开仓,以免大幅增加入金负担 包含注释、设置和测试说明的完整输入设置列表  ->   这里  MT5 版本 ->   这里
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Arseny Potyekhin
5 (7)
概述 CoreX G EA 是一种专为应对外汇市场复杂性而设计的先进交易系统。通过利用尖端的神经网络、复杂的机器学习技术和集成的大数据策略,CoreX G 在交易中提供了卓越的准确性和安全性。这个专家顾问(EA)因其技术卓越性和优质的客户支持而脱颖而出,确保用户在遇到任何问题或疑虑时都能得到帮助。 信号:   Live Signal Live Signal 2 Blog: CoreX G EA 由于该策略非常独特,我只想出售有限数量的许可证。因此,价格将稳步上涨以限制销售。 下一个价格是  790 USD 。 经纪商 任何经纪商,优选 ECN / ZERO 点差 杠杆 从 1 : 20 起 存款 最低 200 美元     符号 XAUUSD 时间框架 H1 大数据集成与交易策略 大数据是 CoreX G 策略的基石。它处理大量的历史和实时市场数据,以做出明智的交易决策。大数据的使用使系统能够更有效地识别外汇市场中的模式和趋势,从而做出更准确的预测并提高交易机会。通过将机器学习与大数据结合,EA 动态适应市场变化,不断整合新数据并优化其模型。 使用的神经网络 卷积神经网络(CN
AI Gen XII MT4
Denis Kurnev
3.77 (43)
The   AI Gen ProX   Expert Advisor is a powerful solution based on advanced market analysis and data processing technologies. Utilizing cutting-edge algorithms for time series analysis and complex mathematical models, it ensures high accuracy in forecasts and automates trading processes. The EA is designed to combine performance and reliability, making it an effective tool for trading.   Real Time Signal GEN PRoX:  https://www.mql5.com/ru/signals/2283186 The price of the advisor will increase si
The Matrix Mind AI MT4
Pool Quintal Carlos Alejandro
The Matrix Mind AI: 外汇交易的新标准 The Matrix Mind AI 是一款创新的交易顾问,旨在拓展外汇交易的可能性。基于矩阵分解模型,它对市场数据进行深入分析,发现隐藏的模式,并提供独特的策略开发机会。 真实信号: https ://www .mql5 .com /en /signals /2277247 价格优惠: 前7份副本:   $399 后续价格:   $499 The Matrix Mind AI 的关键特点 以矩阵分解为核心 采用高级算法(如奇异值分解 SVD 和主成分分析 PCA),将大量数据分解,以发现货币对、时间序列和市场趋势之间的关键关联。 优于文本和图形 AI 的独特优势 与仅限于文本分析和数据可视化的平台不同,The Matrix Mind AI 专为真实市场条件设计。其算法考虑多个因素,以提供更准确和相关的洞察。 聚焦信号质量 降噪技术使顾问能够过滤无关波动和市场噪声,仅突出最有价值的信号。 动态适应 顾问采用适应性策略,根据当前市场状况进行调整,确保决策的灵活性和相关性。 风险优化 矩阵模型帮助在盈利和风险之间找到平衡,使策略在
Gold ISIS MT4
Lo Thi Mai Loan
5 (1)
EA Gold Isis – 一个安全且高效的黄金交易解决方案   启动促销! 当前价格仅剩 3 份!  下一价格:$458 最终价格:$1998  实时信号 MT5版本 你好!我是EA Gold Isis,是Diamond Forex Group家族中的第二款EA,专为黄金交易(XAU/USD)设计。凭借卓越的功能和安全优先的理念,我承诺为交易者提供可持续且高效的黄金交易体验。   EA Gold Isis 有何独特之处?   - 动态止损(SL):EA 根据最近K线的价格范围设置止损(SL)。这一功能确保SL能够灵活适应市场变化,更有效地保护您的账户。   - 多样化交易策略:EA配备了3种交易策略,每种策略最多可同时开启3个订单,总计最多可进行9笔交易。   - 灵活的移动止盈:提供利用移动止盈锁定利润的功能。您可以根据个人偏好完全自定义该功能。   - 安全至上:每笔交易均设置了预设止损(SL),以保障您的账户免受意外风险的侵害。   EA Gold Isis 的工作原理   1. 无风险策略:      - 不使用马丁策略或网格交易。      - 不执行
Diamond PRO
Fanur Galamov
4.83 (40)
1 copy left for $199. Next price  --> $299. Diamond PRO is enhanced powerful version of Diamond for advanced traders. Pro version includes optimized cores, new impoved entry points filters, new multistage profit closure algorithm and сontains number of external control parameter that allows build and fine tune own tradind decisions and algorithms. The system provides more accurate market entries, analyzes and filters upcoming economic news, contains spread protection and an advanced position ma
CyNeron MT4
Svetlana Pawlowna Grosshans
3.8 (5)
CyNeron: 精准交易与人工智能创新的结合 信号 :   CyNeron 操作手册和设置文件 : 购买后请与我联系以获取操作手册和设置文件 价格 : 价格会根据售出副本的数量逐步提高 可用副本 : 5 AI驱动的快照分析:市场首创 CyNeron是市场上首个将先进人工智能整合到革命性交易方法中的EA, 通过捕获和处理详细的市场状况快照, 利用最先进的AI神经网络评估价格数据和技术指标, 提供高度准确的市场走势预测,从而实现精准且具有战略性的交易决策。 这一AI驱动技术使CyNeron与众不同,能够实时动态适应不断变化的市场动态, 为交易者提供此前无法获得的洞察力。 交易品种 XAUUSD (黄金) 时间周期 M15 或 M30   最低资金 最低 $100 经纪商 任何经纪商 账户类型 任何账户类型,优先低点差 杠杆 最低 1:20 VPS 推荐使用,但不是必须,也支持MQL VPS CyNeron的核心力量 AI驱动的快照分析 CyNeron通过捕获和处理市场状况快照, 利用先进的神经网络评估价格和指标, 从而实现准确的市场走势预测, 并支持精准的交易决策。 Transf
Paradox Flux Trader:黄金交易(XAU/USD)的革命性突破 想象一下,一个不仅仅是分析市场的工具,而是彻底重新定义交易方式的系统。 Paradox Flux Trader   不只是一个交易顾问(EA),它是一款专为黄金(XAU/USD)交易打造的下一代交易系统。它运用独特的技术,使其在市场上独树一帜。 限时优惠 Paradox Flux Trader   现仅售   $499 ,促销结束后,价格将翻倍。不要错过这个机会! 仅剩 5 份,特价 $499 购买后请联系我,以获取私人资料和安装指导。 实时信号: Live Signal Paradox Flux Trader 的使命 Paradox Flux Trader   旨在彻底改变你对黄金交易的理解。它不仅仅是分析数据,还能够基于独特算法 创造 新的交易策略,这些策略无法通过人工手动复制。它是你的 个人交易助手 ,全天候 24/7 工作。 核心功能 Quantum Flux Engine(量子流引擎) 该交易系统的核心是   Quantum Flux Engine ,它利用先进的计算方法进行市场分析。这使其能够:
Boring Pips MT4
Thi Thu Ha Hoang
4.73 (15)
Boring Pips EA 40% 折扣 – 限时优惠! 仅需 $399 USD 即可获得 8 次激活 – 仅限 10 份! 为什么选择 Boring Pips EA? 验证过的成果 – 123 周的跟踪信号,收益超 1000% 安装简单 – 几分钟即可开始 全自动化 不要错过这个自信精准交易的机会! 立即获取 Boring Pips EA! 你是否曾 经想过为什么大多数专家顾问在实盘交易中并不有效,尽管它们在回测中表现完美? 最有可能的答案是 过拟合。许多专家顾问被创建为对现有的历史数据进行 “ 学 习 ” 和完美适 应,但由于构建模型的泛化能力不足,它们无法预测未来。 一些开 发者可能根本不知道过拟合的存在,或者他们知道但没有办法防止它。其他人则将其作为美化回测结果的工具,他们添加了数十个输入参数,而不考虑统计学意义,使交易策略过度依赖历史数据,并试图说服他人他们的专家顾问未来能够实现类似的表现。 如果你 对这个迷人的主题感兴趣,并想更深入地了解过拟合,请参考我的这些文章: Avoiding Over-fitting in Trading St
BitcoinRobot
Murodillo Eshkuvvatov
5 (2)
Live signal: 2 000 000$ https://www.mql5.com/en/signals/2288221 Why Bitcoin trading 1.   Elite Precision Precision – Redefining Trading Cutting-edge algorithms fine-tuned for pinpoint execution. Smart setups crafted to navigate risks and seize opportunities. 2. Adaptive Market Strategies with Real-Time Price Movement Markets shift—but Bitcoin Robot is built to adapt instantly: Trading in trending, volatile, or ranging conditions. Captures breakouts, reversals, and price surges before they hap
Secret Impulse MT4
Eugen Funk
3.59 (17)
EA(交易专家)会在纽约交易时段市场开始波动时开仓(交易量增加)。因此,冲量得到了交易量的支持,我们可以以较高的概率迅速达到止盈(Take Profit)。 信号 (292%, 10% DD):   https ://www .mql5 .com /en /signals /2274145 纽约交易时段的冲量入场 EA通过低时间框架上的FVG(公平价值缺口)检测隐藏的冲量。如果冲量在纽约交易时段之前或期间被检测到,EA会开仓。 根据市场动态管理仓位 如果冲量迅速消失,EA会采用以下三种策略之一: 在某个已识别的价格水平触发止损,并停止交易。 触发止损后,在相反方向开设新仓位。 继续管理原始仓位,通过增加或减少仓位直至获得利润。 如何使用 购买后,请与我联系以获取详细的设置说明。EA运行需要网络连接(内部使用了Rithmic验证的订单簿数据)。 如何进行回测 在黄金(XAUUSD)上运行测试。 时间框架:1分钟。 在输入字段“Lot Factor”中设置手数。1x表示0.01手,10x表示0.1手,以此类推。 设置您的账户货币中的最大允许回撤,例如100美元。如果达到指定的回撤值,所有仓
Yarukami Mnukakashi EA
Aleksandr Kazmirchuk
5 (4)
Yarukami Mnukakashi is an automated trading advisor designed for traders in the Forex market. The version for MT5 is located at the link. Key Features: Strategy type: 24-hour trading, but I recommend avoiding the American session and setting a daily take of $30-40 per 0.01 lot. Can work in one direction or both at once independently of each other. Trading instruments: GOLD Timeframes: M1 Algorithm: Uses technical analysis with moving average indicators, Bollinger and Momentum. Risk management: t
Aurum AI mt4
Leonid Arkhipov
4.56 (27)
Aurum AI – 用于黄金交易 (XAU/USD) 的人工智能力量 感受科技在交易中的全部潜力! Aurum AI 是一款突破性的专家顾问,专为黄金市场的稳定和安全交易而设计。它结合了人工智能的力量、精确的趋势分析和严格的风险控制,让每一笔交易都最大限度地发挥效益。 促销 Discount - 12%. 2 copies available at a price of $400 高风险实时信号 (最大回撤可达 20%) Aurum AI 奖励 – 独家 GoldPrime AI 顾问,基于分形系统运行! (查看测试结果) 购买 Aurum AI 即可免费获得 GoldPrime AI – 市场上独一无二的顾问! 仅限 Aurum AI 的购买者。 如何领取奖励? 购买后请与我联系,我将赠送您的奖励。 Aurum AI 的主要优势: 分析全球趋势: 严格按照趋势方向开仓交易。 安全策略: 排除马丁格尔、网格或锁单等激进策略。 固定止损: 明确的止损和止盈,没有复杂的止损参数。 简单安装: 使用基本设置即可运行,仅需选择交易量或激活自动风险计算。 适合 Prop 公司: 符合严格的
News EA MT4
Marzena Maria Szmit
5 (4)
In the volatile world of Forex trading , high-impact news events can lead to significant market movements and opportunities. News EA MT4 is a perfect Forex robot specifically designed to capitalize on these moments of market turbulence. Equipped with cutting-edge algorithms and real-time news integration, News EA MT4 offers traders the edge needed to navigate during major economic announcements. Directly linked to major financial news sources, ensuring immediate response to high-impact events. H
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Adaptive EA for MT5
Svetlana Visnepolschi
2 (6)
It is a trainable trading advisor that you can adapt to trade on any symbol. The robot is suitable for trading any currency pairs, metals, oil or cryptocurrencies. To learn, just run the robot in the tester. At the first pass of the tester, the neural network is trained performing random transactions. During the second pass, you can see the trading results using your trained neural network.   Before using the advisor, you can watch the tutorial video. Parameters Lots size   - size for orders; L
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Hasan
2341
Hasan 2022.03.09 06:41 
 

Scam EA "DO NOT WASTE YOUR MONEY".

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版本 1.3 2021.12.05
Changed the logic of work on weekends.
版本 1.2 2021.11.23
Parameters added
版本 1.1 2021.11.13
Added parameters, changed the order size calculation algorithm.