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Artificial Intelligence ML

该产品已经开发了 3 年,它是 MQL5 编程语言中最先进的人工智能和机器学习代码库。它已被用于创建多个基于 AI 的交易机器人和指标,适用于 MetaTrader 5。

这是一个高级版,基于免费开源的 MQL5 机器学习项目,链接如下: https://github.com/MegaJoctan/MALE5。免费版本功能较少,文档较少,维护不足,仅适用于小型 AI 模型。

该高级版包含您编写 AI 交易机器人的所有必需工具。

为什么要购买此库?

  • 非常易于使用,代码语法友好,类似于 Python 的流行 AI 库,如 Scikit-learn、TensorFlow 和 Keras。
  • 文档齐全,提供丰富的视频、示例和文档,帮助您快速上手。
  • 计算优化,性能优越,运行方式类似普通 EA。 
  • 无需额外依赖,无需 DLL 文件,所有内容可编译为单一 .EX5 文件,便于测试和分发。
  • 全天候技术支持,我将提供帮助,确保您正确使用,并在问题出现时协助修复。 

谁适合使用此库?

  • 具有基本机器学习和 AI 知识的用户。
  • 机器学习爱好者,特别是来自 Python ML 社区的开发者。
  • MQL5 中级到高级开发者,不适合初学者。

库中包含的 AI 模型:

  • 线性回归
  • 逻辑回归
  • 岭回归
  • Lasso
  • Ridge
  • ElasticNet
  • AdaBoost
  • 孤立森林 (Isolation Forest)
  • 随机森林
  • 支持向量机 (SVM)
  • 决策树
  • 前馈神经网络 (FNN)
  • 卷积神经网络 (CNN)
  • 递归神经网络 (RNN)
  • 长短时记忆网络 (LSTM)
  • 门控循环单元 (GRU)
  • CatBoost
  • LightGBM
  • XGBoost
该库不仅包含 AI 模型,还包括用于数据分析和机器学习预处理的各种工具,例如 Pandas、Numpy、Scikit-learn 预处理、缺失值填充等。

购买后,请直接向我发送消息,您将被添加到私有 GitHub 仓库,该仓库包含所有代码和文件。 


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*****主要交易XAUUSD,如果测试的时候,建议调整到XAUUSD,其他交易标的不能保证盈利效果********* 需要测试的请留言(看到后会第一时间回复),为了保护工作成果,需要输入特定的参数,系统默认的参数无法实现截图回撤所示效果! 需要测试的请留言(看到后会第一时间回复),为了保护工作成果,需要输入特定的参数,系统默认的参数无法实现截图回撤所示效果! 需要测试的请留言(看到后会第一时间回复),为了保护工作成果,需要输入特定的参数,系统默认的参数无法实现截图回撤所示效果! **************************************************************************************************************************************************************** 1、【简述】主要为趋势交易,严格筛选交易信号,一旦交易信号明确,快速交易。 2、【止损止盈】每月止盈15%,止损30%。 3、【特殊说明】严格的交易执行逻辑,一旦当月达到止盈止损后,坚决不再开
WalkForwardOptimizer MT5
Stanislav Korotky
3.63 (8)
WalkForwardOptimizer library allows you to perform rolling and cluster walk-forward optimization of expert advisers (EA) in MetaTrader 5. To use the library include its header file WalkForwardOptimizer.mqh into your EA source code, add call provided functions as appropriate. Once the library is embedded into EA, you may start optimization according to the procedure described in the User guide . When it's finished, intermediate results are saved into a CSV file and some special global variables.
该库将允许您使用任何 EA 来管理交易,并且非常容易集成到任何 EA 上,您可以使用描述中提到的脚本代码以及显示完整过程的视频演示示例自行完成。 - 下限价、止损限价和止盈限价订单 - 下达市场订单、SL 市场订单、TP 市场订单 - 修改限价订单 - 取消订单 - 查询订单 - 更改杠杆、保证金 - 获取位置信息 和更多... 租赁加密货币图表是可选的,除非您的 MT5 上没有币安图表。 对于脚本演示:单击此处 如果您想与交易面板进行交易,您可能对此产品感兴趣 该产品是加密图表的插件 该库将允许您使用任何 EA 来管理交易,并且非常容易集成到任何 EA 上,您可以使用描述中提到的脚本代码以及显示完整过程的视频演示示例自行完成。 - 下限价、止损限价和止盈限价订单 - 下达市场订单、SL 市场订单、TP 市场订单 - 修改限价订单 - 取消订单 - 查询订单 - 更改杠杆、保证金 - 获取位置信息 和更多... 租赁加密货币图表是可选的,除非您的 MT5 上没有币安图表。 对于脚本演示: 单击此处 如果您想与交易面板进行交易, 您可能对
Native Websocket
Racheal Samson
5 (5)
An   easy to use, fast,  asynchronous   WebSocket library  for MQL5. It supports: ws://   and   wss://  (Secure "TLS" WebSocket) text   and   binary   data It handles: fragmented message  automatically (large data transfer) ping-pong   frames  automatically (keep-alive handshake) Benefits: No DLL required. No OpenSSL installation required. Up to 128 WebSocket Connections from a single program. Various Log Levels for error tracing Can be synchronized to MQL5 Virtual Hosting . Completely native to
这是一个可以定时自动交易的EA。根据你设定的时间,精确到秒,可以设置最多下几单。下单buy或者Sell.可以设置值止盈止损点。并且可以设定在下单后多久平仓。一般都是用来做事件。祝你好运。 请看图片自己根据设定来使用。每一次使用请重新加载EA。不用的时候记得关闭EA按钮。 我来举个例子。比如英国央行利率决议。你在最后两秒下单(设置的是你本机的时间)。因为可能瞬间点差扩大,你可能不敢直接下最大手数,所以你可以选择小手分批从最后5秒开始进场。我相信做过的人知道我说的意思。因为我专业做这个已经十年。最近才做出了这个自动化EA。并且这里面有个检测就是你点击开始之后如果超过了你设定的时间十秒他就不会执行了。保证你的安全。你自己用DEMO账户测试几次你就知道我这个有多好用了!
The library is used to develop automatic trading on Binance Futures Market from MT5 platform. Support Binance Futures USD-M and COIN-M Support Testnet mode Support all order types: Limit, Market, StopLimit, StopMarket, StopLoss and TakeProfit Automatically display the chart on the screen Usage: 1. Open MQL5 demo account 2. Download Header file and EA sample https://drive.google.com/uc?export=download&id=17fWrZFeMZoSvH9-2iv4WDJhcyxG2eW17 Copy BinanceFutures.mqh to folder \MQL5\Include Copy  Bina
The Trade Tracker Library is used to automatically detect and display trade levels on custom charts. It is an especially useful add-on for EAs that trade on custom charts in MT5. With the use of this library, the EA users can see trades as they are placed via the EA (Entry, SL & TP levels) in real-time. The header file and two examples of EA skeleton files are attached in the comments section (first comment). The library will automatically detect the tradable symbol for the following custom sym
GetFFEvents MT5 I tester capability
Hans Alexander Nolawon Djurberg
Want to get all events like Previous/Forecast/Actual values for each news to analyze/predict it? By this simple library you can do it easily,Just import/integrate the library into your system,then get all possible values for each news   Even In Strategy Tester   . Note: Please add the address " https://www.forexfactory.com/ " of news feed at your MT5 tab > Tools > Options > Expert Advisors > Check Allow web request for listed URL. Since the WebRequest() function can't be called from indicator ba
The library is dedicated to help manage your trades, calculate lot, trailing, partial close and other functions. Lot Calculation Mode 0: Fixed Lot. Mode 1: Martingale Lot (1,3,5,8,13) you can use it in different way calculate when loss=1 ,when profit=0. Mode 2: Multiplier Lot (1,2,4,8,16) you can use it in different way calculate when loss=1 ,when profit=0. Mode 3: Plus Lot (1,2,3,4,5) you can use it in different way calculate when loss=1 ,when profit=0. Mode 4: SL/Risk Lot calculate based on s
This is a simplified and effective version of the library for walk forward analysis of trading experts. It collects data about the expert's trade during the optimization process in the MetaTrader tester and stores them in intermediate files in the "MQL5\Files" directory. Then it uses these files to automatically build a cluster walk forward report and rolling walk forward reports that refine it (all of them in one HTML file). Using the WalkForwardBuilder MT5 auxiliary script allows building othe
OrderBook History Library
Stanislav Korotky
3 (2)
Order Book, known also as Market Book, market depth, Level 2, - is a dynamically updated table with current volumes of orders to buy and to sell specific financial instument at price levels near Bid and Ask. MetaTrader 5 provides the means for receiving market book from your broker, but in real time only, without access to its history. The library OrderBook History Library reads market book state in the past from archive files, created by OrderBook Recorder . The library can be embedded into you
BitMEX Trading API
Romeu Bertho
5 (1)
Cryptocurrency analysis has never been easier with Crypto Charts for MetaTrader 5. Now, trading on BitMEX has never been easier with BitMEX Trading API for MetaTrader 5. BitMEX Trading API library was built to be as easy to use as possible. Just include the library into your Expert Advisor or Script, call the corresponding methods and start trading! Features Trade on BitMEX and BitMEX Testnet. Build and automate your strategies. Concern more with the trading strategy logic and less with the co
Teclado trader, é uma BIBLIOTECA que você pode chamar no OnChartEvent para abrir posição de compra/venda/zerar, os botões padrões são: V = venda C = compra Z = zerar posições a mercado S = zerar posições opostas e depois a mercado X = zerar posições opostas Além da função de teclado, é possível mostrar os estados do ExpertAdvisor usando o MagicId, com informação de: lucro mensal, semanal, diario, e posição aberta, para isto use o OnTick, ou qualquer outro evento (OnTimer / OnTrade / OnBookEven
Goliath Mt5
Nicolokondwani Biscaldi
Goliath MT5 - scalper fully automated Expert Advisor for medium-volatile forex markets P roperties: The Library trades 10 currency pairs (USDCHF, EURCHF, EURGBP, AUDUSD, USDCAD, GBPUSD, EURUSD, NZDUSD, CADCHF, EURAUD, EURCAD, AUDJPY) The Library does not use martingale The Library sets a fixed stop loss and take profit for all orders The Library only trades a user input volume The Library can be installed on any currency pair and any timeframe Recommendations: Before using on a real account, t
Binance Library
Hadil Mutaqin SE
5 (1)
The library is used to develop automatic trading on Binance Spot Market from MT5 platform. Support all order types: Limit, Market, StopLimit and StopMarket Support Testnet mode Automatically display the chart on the screen Usage: 1. Open MQL5 demo account 2. Download Header   file and EA sample   https://drive.google.com/uc?export=download&id=1kjUX7Hyy02EiwTLgVi8qdaCNvNzazjln Copy Binance.mqh to folder \MQL5\Include Copy  BinanceEA-Sample.mq5 to folder \MQL5\Experts 3. Allow WebRequest from MT5
Gold plucking machine   Gold plucking machine   is an Expert Advisor designed specifically for trading gold. The operation is based on opening orders using the Fast and Slow lines indicator, thus the EA works according to the "Trend Follow" strategy, which means following the trend. Use grid strategy to place orders without stop loss operation, so please make sure the account has sufficient funds. magic number        -  is a special number that the EA assigns to its orders. Lot Multiplier     
Gold plucking machine S   Gold plucking machine  S Gold plucking machine S   is an Expert Advisor designed specifically for trading gold. The operation is based on opening orders using the Fast and Slow lines indicator, thus the EA works according to the "Trend Follow" strategy, which means following the trend. Use grid strategy to place orders without stop loss operation, so please make sure the account has sufficient funds. magic number        -  is a special number that the EA assigns to its
MT4/5通用交易库(  一份代码通用4和5 ) #ifdef __MQL5__      #define KOD_TICKET ulong      #define KOD_MAGIC   long #else        #define KOD_TICKET long      #define KOD_MAGIC   int #endif class ODLIST; #import "K Trade Lib Pro 5.ex5"       //祝有个美好开始,运行首行加入    void StartGood() ;    //简单开单    long OrderOpen( int type, double volume, int magic, string symbol= "" , string comment= "" , double opprice= 0 , double sl= 0 , double tp= 0 , int expiration= 0 , bool slsetmode= false , bool tpsetmode= false );    //复杂开单
If you're a trader looking to use Binance.com and Binance.us exchanges directly from your MetaTrader 5 terminal, you'll want to check out Binance Library MetaTrader 5. This powerful tool allows you to trade all asset classes on both exchanges, including Spot, USD-M   and COIN-M futures, and includes all the necessary functions for trading activity. With Binance Library MetaTrader 5, you can easily add instruments from Binance to the Symbols list of MetaTrader 5, as well as obtain information ab
1. 这是什么 MT5系统自带的优化结果非常少,有时候我们需要研究更多的结果,这个库可以让你在回测优化时可以输出更多的结果。也支持在单次回测时打印更多的策略结果。 2. 产品特色 优化的输出的结果非常多。 可以自定义CustomMax。 输出结果在Common文件夹。 根据EA名称自动命名,且同一个EA多次回测会自动更新名称,不会覆盖上一次的结果。 函数非常简单,你一眼就可以看懂。 #import "More BackTest Results.ex5" // Libraries Folder, Download from the market. //---Set CustomMax void iSetCustomMax( string mode); //---Display multiple strategy results when backtesting alone (not opt). void iOnDeinit(); //--- void iOnTesterInit(); double iOnTester(); void iOnTesterPass( string lang
AO Core
Andrey Dik
3.67 (3)
AO Core is the core of the optimization algorithm, it is a library built on the author's HMA (hybrid metaheuristic algorithm) algorithm. Pay attention to the MT5 Optimization Booster product , which makes it very easy to manage the regular MT5 optimizer . An example of using AO Core is described in the article: https://www.mql5.com/ru/articles/14183 https://www.mql5.com/en/blogs/post/756510 This hybrid algorithm is based on a genetic algorithm and contains the best qualities and properties of p
EA Toolkit
Esteban Thevenon
EA Toolkit   is a library that allows any developer to quickly and easily program Advisor experts. It includes many functions and enumerations such as trailing stop, lot, stop loss management, market trading authorisations, price table updates, trading conditions and many more. Installation + Documentation : You will find all the information to install this library and the documentation of its functions on this GitHub : https://github.com/Venon282/Expert-Advisor-Toolkit WARNING : The installat
这个库用于key 和 value 数组进行排序, 我们常常需要对值进行排序。 像python语言里面的 sorted(key_value.items(), key = lambda kv:(kv[ 1 ], kv[ 0 ])) 导入函数 #import "SortedByValue.ex5" bool SortedByDouble( long       &key[], double    & value []); bool SortedByDouble( string    &key[], double    & value []); bool SortedByInteger( long      &key[], long      & value []); bool SortedByInteger( string   &key[], long      & value []); bool SortedByDateTime( long     &key[],datetime & value []); bool SortedByDateTime( string &key[],da
区间突破策略简介(收盘前清仓)      区间=昨高-昨低 上轨=开盘价+区间*k;下轨=开盘价-区间*K 止损平仓: 当价格向上突破上轨或向下突破下轨后, 再次回破当日开盘价  参数: Pairs List (comma separated)     = "GBPUSD,GBPJPY,USDJPY,XAUUSD,XTIUSD,USTEC"; - TimeFrame = PERIOD_D1; - MagicNumber    = 60037;          - OrderComment   = "RangeBreakOut"; - FixedLots( RiskPercent = 0)  = 0.1;            - RiskPercent(0 - 100)     = 1;              - RangeMultiplier   = 1;               - DistancePoints   = 10; - Exit Method   =  backopen;      - Close all positions n hours before c
A Simple Moving Average (SMA) is a statistical indicator used in time series analysis. This indicator represents the arithmetic mean of a sequence of values over a specific period of time. SMA is used to smooth short-term fluctuations in data, helping to highlight the overall trend or direction of changes. This aids analysts and traders in better understanding the general dynamics of the time series and identifying potential trends or changes in direction.  More information you can find in Wiki 
Hello everyone! I am a professional MQL programmer , Making EAs, Indicators and Trading Tools for my clients all over the world. I build 3-7 programs every week but I seldomly sell any ready-made Robots. Because I am fastidious and good strategy is so few...  this EA is the only one so far I think its good enough to be published here.  As we all know, the Ichimoku indicator has become world popular for decades, but still, only few people knows the right way of using it, and if we check the clo
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Thanos PRO
Omega J Msigwa
使用现代机器学习模型 和深度神经网络构建,这个 EA 是检测 NASDAQ 交易信号并以更高精度开仓的杰作。 此交易机器人是为 NASDAQ 货币对训练的,不要指望它能在其他货币对上正常工作并提供类似的结果。 要求 经纪商:    任何经纪商,优选 ECN/零点差 账户类型: 对冲 杠杆:   从 1:200 开始 存款:   最低 $500 货币对:   NASDAQ 时间框架:   H4 (将其附加到4小时图表) - 无马丁策略 - 无网格仓位 - 默认情况下,此 EA 每次开仓都会冒 5% 的账户余额风险。 专家顾问输入参数 输入 描述      风险回报比        这是在为每笔交易设置止损和止盈时决定的风险回报比,例如,当设置为 RR 1:1 时,意味着如果止损等于 100,止盈也将是 100。        当设置为 RR 1:2 时,当止损为 100 时,止盈将是 100x2 = 200。  止损值会根据市场波动性,自动通过 ATR 指标设定。   概率阈值        这是根据该机器人中存在的 AI 模型,某个事件可能发生的概率。此输入字段会
Thanos BETA
Omega J Msigwa
3.7 (10)
概述   Thanos EA BETA 是一个先进的交易机器人,利用尖端的人工智能和机器学习技术,专门为交易应用设计。配备现代化的深度学习人工智能算法,该EA提供了卓越的预测能力,超越了许多现有的模型。 此免费测试版是一个开发沙盒,我会不断整合新功能并尝试创新策略。 该交易机器人是针对NASDAQ符号进行训练的,请不要期望它在其他符号上能够正常工作并提供类似结果。 要求 经纪商:任何经纪商,优选ECN/零点差 账户类型:对冲 杠杆:1:200起 存款:最低$500 符号:NASDAQ 时间框架:H4 - 无马丁格尔 - 无网格仓位 - 该EA每次开仓风险为账户余额的5%。 由于这是测试版软件,欢迎您的想法和意见。 如果您想加入我们的算法交易Discord频道,请给我发送私人消息。
FREE
Optimus PrimeX
Omega J Msigwa
Optimus PrimeX:提升您的NASDAQ交易体验! 释放Optimus PrimeX的力量,这是一款精心设计的NASDAQ交易机器人,旨在横扫金融市场的动态领域。建立在趋势跟随策略的基础上,并融入了人工智能偏置,该专家顾问旨在利用NASDAQ指数的长期看涨特性。 跨时间框架的战略分析 Optimus PrimeX在4小时、12小时、日线和周线的时间框架上进行全面分析,利用人工智能识别最佳买入机会,同时谨慎考虑用户设定的风险参数。人工智能驱动的方法确保了战略和知情的交易体验。 有关此机器人的构成和其能够执行的详细信息,请阅读此文章 >> https://www.mql5.com/en/blogs/post/754937 风险友好交易与用户控制 默认情况下,Optimus PrimeX采用风险友好的方法,在最多四笔交易中风险约为账户余额的10%。例如,如果您的账户余额为$1000,那么每笔交易的风险就为$25。这四笔交易的时间框架基于4小时、12小时、日线和周线的策略。 可定制的专家顾问输入 Optimus PrimeX为用户提供可定制的输入,允许根据个人偏好进行微调。诸如sta
关于指标 该指标基于金融工具收盘价的蒙特卡罗模拟。按照定义,蒙特卡罗是一种统计技术,用于通过基于之前观察的结果的随机数来模拟不同结果的概率。 它是如何工作的? 该指标通过基于历史数据模拟随时间变化的随机价格变动,为证券生成多个价格情景。每次模拟试验使用随机变量来有效地模拟未来在给定时间范围内的市场波动,重点在 收盘价 的波动。 蒙特卡罗模拟的优势 - 蒙特卡罗模拟通过在多种可能的未来情景下进行测试,有助于分析不同交易策略的风险。 - 它有助于确定策略在不同市场条件下的表现,包括罕见的极端事件(尾部风险)。 - 与依赖单点预测不同,蒙特卡罗提供了具有相关概率的潜在结果范围。这有助于理解盈利或亏损的可能性。 对于希望基于不同结果的概率而不是绝对预测来管理风险的交易者来说,蒙特卡罗是一个有用的工具。
Lumina Vision
Omega J Msigwa
基于概率的指标 该指标分析给定时期的价格变动以获得概率分布分析的关键信息,例如它们的均值和标准差,一旦有了这些信息,它就会进行所有必要的计算,最后计算出当前市场价值的概率 高于或低于给定的周期柱。 由于该指标有效地利用了不会说谎的概率的力量,因此它是一个强大的指标,需要放在任何认真的交易者的工具箱中。 当试图为短期交易者和长期交易者以及正在寻找良好进入市场以最大程度减少回撤或一些严格止损的人寻找最佳市场切入点时,该指标可能很方便 早早被击中。 该指标很可能用作退出信号确认。 读取指标值 这个指标很容易使用,在子窗口的左上角指标显示买入概率和卖出概率,即使卖出概率标记为负值它也不是负值,负值有助于做出 在绘制指标期间直方图出现在下方:例如; 当指标显示 概率指标 0.83,-0.17。 它只是意味着买入的概率为 83%,卖出的概率为 17% 概率指标 0.17, -0.83, 简单的说买入的概率是17%,卖出的概率是83% 这是该指标的早期版本,价格为 55 美元,每次更新价格都会上涨,敬请期待 保证满意!!
线性回归人工智能驱动指标: 线性回归是一种简单而有效的人工智能技术,是复杂神经网络的基础,该指标基于线性回归分析构建,并试图对市场即将发生的事件做出预测 输入: train_bars:这控制了价格信息将被收集并用于训练其中的 AI 的柱数,该值越大越好,而且指标在初始化期间变得越慢,我建议值为 1000 Predict_next_bars:这决定了您希望指标接下来预测的蜡烛数量,默认情况下该值设置为 10。因为该指标尝试预测接下来 10 个蜡烛的上涨位置。 如果指标预测高于当前价格,则意味着指标预测市场将看涨,否则将看跌 include_ precision:设置为 true 时,指标会计算之前在预测过程中所犯的错误,并将这些错误的平均值包含在新的预测中,以使指标更加准确 在右下角,指示器显示有关训练和测试准确性、精度误差和平均/平均误差的有价值的信息。 在使用指标之前,请确保训练和测试准确度均为 0.6 至 0.9 范围内的良好值,分别代表 60% 至 90% 的准确度。如果指标没有为特定交易品种提供良好的准确度值,则该指标 可能不适合这样的符号。 该指标最适合所有交易品种
VIX75 Killer
Omega J Msigwa
Vix75 Killer 的核心优势 革命性的人工智能集成策略 Vix75 Killer 基于尖端的机器学习模型集成技术,结合了 CatBoost 和 LightGBM 的优势。这些由人工智能驱动的高级算法协同工作,以提高预测的准确性并优化 波动率指数 75 (VIX75)的交易决策。通过利用梯度提升的独特功能, Vix75 Killer 能够动态适应市场状况,提供可靠的交易执行,并在最波动的市场工具之一中表现出色。 这种集成方法使 Vix75 Killer 能够分析复杂的价格变动模式,识别盈利机会,并通过实际表现反馈不断优化其策略。 提升风险控制到新水平 Vix75 Killer 的显著特点在于强调 资本保护 和有纪律的风险管理。默认情况下,该机器人每笔交易仅冒 账户余额的 1% 风险,确保任何单一头寸不会危及您的账户。此外,系统将 每日亏损限制为 3% ,保护您的投资组合免受过度损失。这样的平衡方法在利用市场机会与保护资本之间取得了理想的平衡,使 Vix75 Killer 适合于保守型和成长型交易者。 为极端市场条件而设计 Vix75 Killer 专为 波动率指数 75 设
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