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SOMFX1Builder

5

If you like trading by candle patterns and want to reinforce this approach by modern technologies, this script is for you. In fact, it is a part of a toolbox, that includes a neural network engine implementing Self-Organizing Map (SOM) for candle patterns recognition, prediction, and provides you with an option to explore input and resulting data. The toolbox contains:

  • SOMFX1Builder - this script for training neural networks; it builds a file with generalized data about most characteristic price figures which can be used for next bars prediction either in a built-in sub-window (using SOMFX1 indicator), or directly on the chart using SOMFX1Predictor;
  • SOMFX1 - the indicator for price pattern prediction and visual analysis of a trained neural network, input and resulting data (in a separate sub-window);
  • SOMFX1Predictor - another indicator for predicting price patterns just in the main window;
The tools are separated from each other due to some MetaTrader 4 limitations, for example, it's not currently possible to run lengthy calculations in indicators because they are executed in the main thread.

In brief, all the process of price analysis, network training, pattern recognition and prediction supposes the following steps:

  1. Build a neural network by SOMFX1Builder;
  2. Analyze the resulting neural network performance by means of SOMFX1; if not satisfied, repeat step 1 with new settings; you may skip this step if you wish;
  3. Use final neural network for price pattern prediction using SOMFX1Predictor.

The 1-st step is covered in details below. More information about visual analysis and prediction can be found on the web-pages of corresponding indicators.

This is just a warning to make it clear: this script does not predict price patterns itself. It trains a neural network and saves it into a file, which should be loaded into SOMFX1 or SOMFX1Predictor indicators. So, you need to acquire one or both of them in addition to this script.

To start training you should choose number of bars in history to train at (LearnStart and LearnStop parameters), number of bars in a single pattern (PatternSize), the size of the map (GridSize), the number of learning cycles (EpochNumber). Some other parameters may also affect learning process, you may find all the details below, in "Parameters" section.

Learning may take considerable time, depending from the given parameters. The larger the number of bars being processed, the longer it takes to finish the process. Pattern size, map size and number of epochs - all work in the similar way. For example, training on 5000 bars with the map 10*10 in size may take several minutes on an average PC. All this time CPU core load is maximum, and terminal may slow down, if your PC doesn't have a couple of cores. You should choose a time for training when you do not expect active trading, or you could use weekends. This is especially important because the training process normally needs some optimization and thus should be repeated several times before you get optimal results. Why? Please find the answer below, in "Choosing optimal parameters" section.

Before you start reading the next sections, it may be worth reading "How it works" section on the SOMFX1 page with an overview of neural network principles.


Parameters

  • LearnStart - number of a bar in history, where training data begins, or an exact date and time of the bar (in the format "YYYY.MM.DD HH:MM"); this parameter is a string, whick allows you to enter either a number or a date; note that bar numbers change every time a new bar is formed, so if you used value 1000 yesterday, today's 1000-th bar will be most likely other one (except for the case you use weekly bars); during training process this is not important because all training data is collected just before the start and is not changed afterwards; default value - 5001;
  • LearnStop - number of a bar in history, where training data ends, or an exact date and time of the bar (in the format "YYYY.MM.DD HH:MM"); this parameter is also a string; LearnStart should be older than LearnStop; the difference between LearnStart and LearnStop is the number of samples (input vectors) passed to the network (more precisely, it's LearnStart-LearnStop-PatternSize); default value - 1 (excluding the last, usually unfinished bar);
  • PatternSize - number of bars in a single pattern; this is the length of input vector (price sample); after the training, the first PatternSize-1 bars will be used to predict the next bar; for example, if PatternSize is 5, 5-bars patterns are extracted from price flow during training, and then 4-bars beginnings will be used to estimate 5-th bar on every moment; allowed values: 3 - 10; default value - 5;
  • GridSize - dimentions of the map; this is a number of cells/units on X and Y axes; the total number of neurons are GridSize*GridSize (2D-map); allowed values: 3 - 50, but be warned: the values larger than 20 implies long enough training with high CPU load; default value - 7 (applicable for first tests to get accustomed with the tools, but will most likely require larger value for real tasks);
  • EpochNumber - number of learning cycles to run; default value - 1000; the training process may finish earlier, if Precision is reached; in every epoch all input samples are feeded into the network;
  • LearningRate - initial learning speed; default value - 0.25; you may use trial and error method to find an optimum value in the range 0.1 - 0.5;
  • UseConvex - enable/disable the convex combination method of neurons' inputs initialization during first epochs; enabling it supposes better pattern separation and is recommended; default value - true;
  • Precision - a float number used as a threshold to stop training, when overall network error changes less than this number; default value - 0.001;
  • PriceType - a price type to use in the patterns; default value - close price;
  • AddInvertedPrice - enable/disable a mode, when inverted price movements are added into the samples; this may help to eliminate trend bias; default value - true; this means that number of samples becomes twice larger: (LearnStart-LearnStop-PatternSize)*2;
  • NetFileName - a name of file to save resulting network; default value - empty string - means that a special filename will be constructed automatically; it has the following strucutre: SOM-V-D-SYMBOL-TF-YYYYMMDDHHMM-YYYYMMDDHHMM-P.candlemap, where V - PatternSize, D - GridSize, SYMBOL - current work symbol, TF - current timeframe, YYYYMMDDHHMM - LearnStart and LearnStop respectively; even if you specified LearnStart and LearnStop as numbers, they are automatically transformed into date and time; P - PriceType; it is recommended to leave this parameter blank, because the autogenerated filenames are parsed by SOMFX1 and SOMFX1Predictor automatically, so you have no need to specify all the settings manually; otherwise, if you give your own filename, all settings used for training the network must be exactly duplicated in SOMFX1 and SOMFX1Predictor dialogs, and it's important to convert LearnStart and LearnStop into date/time format because bar numbers are inconsistent;
  • PrintData - enable/disable debug logging; default - false;
  • Throttling - number of milliseconds to pause training every epoch; this parameter allows you to ease CPU load in the expense of longer time required for the process to finish; it may help if your PC is not powerful enough and you don't want the training to interfere with other interactive tasks you're performing; default value - 0.


Choosing optimal parameters

Most important questions to answer yourself before you start network training are:

  • How many bars to feed into the network?
  • Which pattern size to choose? 
  • Which size of the network to choose?

They all are closely related, and decision on one of the questions affects the others.

By increasing the depth of history used for sampling one could expect better generalization of patterns by the network. This means that every discovered pattern is backed by a larger number of samples, so the network finds regularities in prices, not peculiarities. On the other hand, feeding too many samples to a network of a given size may lead to the effect when generalization becomes averaging, so it clashes different patterns into a single neuron. This happens because network has a limited "memory", defined by its size. The larger the size the larger number of samples can be processed. Unfortunately there is no exact formula for this. The rule of humb is:

D = sqrt(5*sqrt(N))

where N is the number of samples and D is the network dimensions (GridSize).

So, you should probably choose the number of bars on the basis of your preferred trading strategy. Then, having the number, you can calculate required network size. For example, for H1 timeframe, 5760 bars gives a year, which seems a good enough horizon for trading on H1, so you may try the default 5000 number. With this number one can get the size 20 by the formula above. Please note that setting AddInvertedPrice to true will increase the number of samples twice, so the size must be adjusted as well. If after the training network produces too many errors (this can be validated by using SOMFX1 or SOMFX1Predictor) you may consider either to enlarge the size of the map or to reduce the range of training data. PriceType may also be important. Anyway, if you have empirical knowledge that specific candle pattern occurs 10 or more times (in average) on some period of time, you may consider this period as sufficient for learning, because 10 samples should be enough for pattern generalization. You can use SOMFX1 for investigation how many samples mapped into every neuron and how evenly samples are distributed among neurons.

It's possible to consider the problem from the opposite side. Number of units in the network is the maximal number of possible price patterns. Let us assume that the number of known candle patterns is 50. Then the size of the network should be about 7. The problem here is that there are no means to "tell" the network that we want to recognize exactly these 50 patterns and omit all the others: the network will learn on all patterns available in the price series, so that the 50 known candle patterns will be a fraction of all patterns the network tries to learn. What is the fraction is - again - an open question. This is why it is usually required to run training process several times with different settings and find the best configuration.

If we consider classical candle patterns, many of them are built from 3-4-5 candles. For the neural network 3 or 4 bars may prove to be insufficient patterm size for proper pattern separation. So it is recommended to set PatternSize to 5 or more. Larger pattern size will increase computation costs. 

PriceType is implied to be close, when we talk about conventional candle patterns. The neural network allows for recognition of price patterns formed by any other price type, such as typical, high or low. It is especially useful because price series of the close price are very raggy, which "costs" more "memory" for the network. In other words - learning close is much more difficult than learning typical price, and requires larger map size on the same bar range. So, changing the type from close to typical may allow one to reduce the map size or improve accuracy.


Modus operandi

After setting the parameters and pressing OK button the training process starts. During the process the script outputs current epoch number, current error, learning rate and percentage of completion in the comment (in the left upper corner of the window). The same information is printed into the log. When the process finished, an alert is fired with the filename of the generated network. The file is saved in the Files subdirectory of your MQL4 folder. If it's an automatically generated filename (NetFileName was empty), you can copy and paste the filename just from the alert dialog into SOMFX1 or SOMFX1Predict indicator (should be pasted into similar NetFileName parameter there) and run the network. If a custom filename was used, then you should copy all parameters into the indicators - not only the filename but learning region, map size, pattern size, etc.

It's important that the network file does not contain input data - it holds the trained network only. When the network is loaded next time, a SOMFX1 indicator reads from settings all required parameters to extract price samples anew.

Before every learning process the network is initialized by random weights. This means that every next run of the script with the same settings will produce a new map which differs from previous one.

Recommended timeframes: H1 and above. 

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Universal trading advisor "WOz" with a built-in trading panel The EA's capabilities can be easily tested in the strategy tester in visual mode. The EA can simulate real trading with the ability to move the SL and TP levels.  The EA has 5 modes of operation:  1. AUTOTRADING automatic trading mode on a set signal  2. ONLY SIGNAL mode of tracking the set signal without auto trading  3. RANGE MODUS mode of automatic placement of equidistant orders on Bayi Sell at a specified time  4. H
FREE
ABCMarketsControl
Svetlana Dzikovskaya
ABCMarketsControl.ex4 utility manages already opened trades on any symbol by moving them to a breakeven when the price reaches a certain level. Besides, if the price goes further in favorable direction, the utility moves Stop Loss and Take Profit accordingly. The utility is most convenient for use on medium and long terms, as well as when trading on news. The parameters set by default are optimal, but it is better to select them individually for each trading symbol according to personal experien
120 USD
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4.26 (27)
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Evgeniy Kravchenko
4.49 (180)
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100 USD
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Pavel Kolchin
4.67 (133)
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Juvenille Emperor Limited
5 (77)
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4.9 (84)
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Anton Jere Calmes
5 (16)
The added video will show you the full functionality, effectiveness, and simplicity of this trade manager. Drag and Drop Trade Manager. Draw your entry and have the tool calculate the rest. Advanced targeting and close portions of a trade directly available in tool (manage trades while you sleep). Market order or limit order on either side with factored spread. Just draw the entry, the tool does the rest. Hotkey setup to make it simple. Draw where you want to enter, and the stop loss, the tool c
300 USD
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80 USD
Exp COPYLOT CLIENT for MT4
Vladislav Andruschenko
4.66 (68)
MetaTrader 4 的交易复制器。     它从任何账户复制外汇交易、头寸、订单。 它是最好的贸易复印机之一     MT4 - MT4,MT5 - MT4     为了   复制 MT4     版本(或     MT4 - MT5 MT5 - MT5     为了   复制MT5     版本)。 MT5版本 详细描述   +DEMO +PDF 如何购买 如何安装     如何获取日志文件     如何测试和优化     Expforex 的所有产品 复印机 版本       MetaTrader 5 终端 (   МТ5 - МТ5, МТ4 - МТ5   )-   Copylot 客户端 MT5 独特的复制算法将所有交易从主账户准确复制到您的客户账户。 该产品还以其高运行速度而著称,并且具有强大的错误处理能力。 一组强大的功能。 该程序可以在多个终端绑定上运行。 使用它作为您在一个账户上交易的多个账户的交易 的同步器 , - COPYLOT 会将您的交易复制到其他终端。 从已关闭的账户中复制 Invest 密码; 部分关闭仅从 mt4 到 mt4
50 USD
The product will copy all telegram signal to MT4   ( which you are member  ) , also it can work as remote copier.  Easy to set up, copy order instant, can work with almost signal formats, image signal, s upport to translate other language to English Work with all type of channel or group, even channel have "Restrict Saving Content", work with  multi channel, multi MT5 Work as remote copier: with signal have ticket number, it will copy exactly via ticket number. Support to backtest signal. How to
219 USD
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Leolouiski Gan
5 (17)
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60 USD
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OrderManager MT4
Lukas Roth
4.81 (16)
介绍 OrderManager :MT4的革命性工具 使用全新的Order Manager实用程序,像专业人士一样管理您在MetaTrader 4上的交易。Order Manager设计简单,易于使用,可让您轻松定义和可视化每笔交易的风险,从而做出明智的决策并优化您的交易策略。有关OrderManager的更多信息,请参阅手册。 [ 手册 ] [ MT5版本 ] [ Telegram 频道 ] 主要功能: 风险管理:快速轻松地定义您交易的风险,让您做出更好的决策并提高交易性能。 视觉表示:图形化地查看您的交易和相关风险,以清晰简洁地了解您的开放头寸。 订单修改:只需几次点击即可轻松修改或关闭您的订单,简化您的交易过程,为您节省宝贵的时间。 掌握新闻:一键获取最新市场新闻。 不要错过这个MT4交易员的必备工具。用Order Manager提升您的交易体验,将您的交易游戏提升到新的水平。 OrderManager在startegyTester中 不 工作! OrderManager 仅与 Windows 兼容。 请考虑给这个产品一个5星级评价。您的优秀反馈将激励作者加快更新
50 USD
MT4 to Discord Signal Provider 是一款用户友好、完全可定制的工具,专为直接向 Discord 发送交易信号而设计。这个工具将您的交易账户转变为一个高效的信号提供者。 自定义消息格式以适应您的风格!为了方便使用,您可以从预先设计的模板中选择,并决定包括或排除哪些消息元素。 [ 演示 ] [ 手册 ] [ MT5 版本 ] [ Telegram 版本 ] 设置 遵循我们详细的 用户指南 进行简单设置。 不需要预先了解 Discord API;我们提供所有必要工具。 主要特性 为订阅者更新自定义订单详情。 实施分层订阅模型,如铜牌、银牌、金牌,每一层都提供不同级别的信号访问。 附加执行订单的图表截图。 在这些截图上显示已关闭的订单,以增加清晰度。 提供延迟发送新订单消息的选项,以便在发送前进行最后调整。 透明和详细的订单信息: 带截图的新市场订单。 订单修改(止损、获利)。 已关闭和部分关闭的订单。 新的和修改的挂起订单。 挂起订单的激活和删除。 关于历史订单的详细报告。 每个订单的可定制评论。 注意: * 截图包括图表上的任何对象,如指标。 ** 在报
59 USD
The program is use to copy trading from MT4 to DXtrade. Instants copy, easy to setup Support with Windows server 2012R2 or higher How to setup and guide Let read all details about   setup and   download load apps here Main functions Copy Entry Signal: True / False Copy Exit Signal:    True / False Copy Buy Signal:    True / False Copy Sell Signal:   True / False Copy Pending Signal:    True / False Copy Reverse (Buy <=> Sell):    True / False Copy StopLoss:    True / False Copy TakeProfit:    Tr
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News Trade EA MT4
Konstantin Kulikov
4.38 (16)
在此向大家介绍一款我本人使用多年的机器人。该产品支持半自动和全自动交易模式。 本程序包含基于经济日历新闻的灵活交易设置功能。不支持策略测试器检验。仅可进行实际操作。需在终端设置允许URL 列表中添加新闻网站。点击服务 > 设置 > 智能交易系统。选中“允许WebRequest对下列URL发出请求:”。添加下列(删除空格):https://  ec.forexprostools.com/ 全自动模式下默认设置监控: https://www.mql5.com/zh/signals/1447007 。请将交易系统与任意时间框架(时间框架无影响)英镑美元/GBPUSD图表绑定,以获得类似结果。 请参考博客中各类参数说明自行实现个性化设置   : https://www.mql5.com/en/blogs/post/748545   。 主要默认设置说明 单一图表英镑/GBP(英镑美元/GBPUSD、欧元英镑/EURGBP、英镑日元/GBPJPY、英镑加拿大元/GBPCAD、英镑澳大利亚元/GBPAUD、英镑瑞士法郎/GBPCHF)货币对操作。英镑/GBP是波动性最大的货币,能够为用户
97 USD
-25% discount ($199 -> $149) Advanced trading tool: One click smart orders that execute under your conditions Developed by trader for trading community:  position size calculator (lot size), open position after price action, strategy builder, set and forget trading, mobile notifications... Risk Management -  Risk percentage position size calculator, gain percentage, target risk reward ratio, spread and commissions are included in calculations 7 Advanced order types   - Set and forget trading
149 USD
Trade copier MT4
Alfiya Fazylova
4.66 (29)
Trade Copier 是一种专业实用程序,旨在复制和同步交易账户之间的交易。 复制发生从供应商的帐户/终端到收件人的帐户/终端,安装在同一台计算机或 vps 上。 在购买之前,您可以在演示帐户上测试演示版本。 演示 这里 。 完整说明 这里 。 主要功能和优点: 支持复制MT4>MT4、MT4>MT5、MT5>MT4,包括МТ5 netting账户。 供应商和收件人模式在同一产品中实现。 简单直观的界面,允许您直接从图表中实时控制复制。 连接中断或终端重新启动时不会丢失设置和位置。 允许您选择要复制的符号,也可以替换接收者的符号,例如 EURUSD> USDJPY。 支持回拷贝。 能够仅复制某些订单。 允许您设置开仓交易价格的最大差异和最大时间延迟。 正确复制部分订单关闭的执行。 计算复制手数的几种方法。 同步止盈和止损。有几种方法可以计算它们的位置。 支持通过执行在“Market account”上工作,其中 SL / TP 仅在开仓后设置。 如何使用简单的设置复制交易 将供应商终端和接收终端安装在同一台计算机或 VPS 上。 在供应商终端上以“Master”模式安装复印机,然后
40 USD
Trade Dashboard MT4
Fatemeh Ameri
5 (20)
Tired of complex order placement and manual calculations? Trade Dashboard is your solution. With its user-friendly interface, placing orders becomes effortless, by a single click, you can open trades, set stop loss and take profit levels, manage trade lot size, and calculate risk to reward ratios, allowing you to only focus on your strategy. Say goodbye to manual calculations and streamline your trading experience with Trade Dashboard. Download   demo version  right now. You can find details
50 USD
Auto Trade Copier
Vu Trung Kien
4.85 (88)
自动交易拷贝机 设计用于在多个 MetaTrader 4 账户/终端之间 100% 精确拷贝交易。 利用这个工具,您可以既作为供应者 (源) 也作为接收者 (目的地)。所有交易行为将从提供者那里拷贝到接收者,中间没有延迟。 演示版: 用于测试的演示版在此下载: https://www.mql5.com/zh/market/product/4904 参考: 如果您需要在网络的不同位置之间拷贝, 请参考 交易拷贝机专业版 https://www.mql5.com/zh/market/product/5412 以下是突出功能: 在同一款工具中,在提供者与接收者之间切换。 可以将一个提供者的交易拷贝至多个接收者。 一个接收者也可以拷贝来自多个供应者的账户交易。 每个帐户可以同时充当提供者和接收者,所以帐户可以彼此双向传输拷贝。这就好像一个交易共享网络。 不仅入场和离场, 还拷贝止损/止盈的修改, 所以在断网或终端停机时也能保证接收者的安全。 接收者的账户依旧可以进行手工交易或使用其它 EA,并无任何冲突。 自动识别并同步经纪商之间的货币符号后缀。 允许多大 5 个特殊符号设置 (即:
79 USD
MT4 To TradeLocker
Mmdwh Ahmd Slyman Ahmd Mhmd
Revolutionize Your Trading with the MT4 to TradeLocker Copier: Instant Execution, Elegant GUI, and Advanced Filtering. Seamlessly bridge two trading platforms and simplify your trading across multiple accounts! User Guide + Demo   I highly recommend trying the free trial to make sure it works for your broker. For a   demo   please go to the   User Guide Not suitable for HFT EA's Make sure you get the additional file from the user guide that you need for MT4 version! MT4 To TradeLocker Copi
100 USD
KT Equity Protector MT4
KEENBASE SOFTWARE SOLUTIONS
3 (2)
KT Equity Protector EA consistently monitors the account equity and closes all the market and pending orders once the account equity reached a fixed equity stop loss or profit target.  After closing all trading positions, the EA can close all open charts to stop other expert advisors from opening more trading positions. Equity Stop-Loss If your current account balance is $5000 and you set an equity stop loss at $500. In this case, the KT Equity Protector will close all the active and pending
30 USD
Trade Assistant GS
Vasiliy Strukov
5 (32)
交易面板僅限於管理訂單 - 使用按鈕打開和由用戶打開。 收藏中簡單方便。 將補充任何買家。 我建議將它與 Gold Stuff 指標一起使用。 將交易設置為單個訂單並構建有距離的網格。 要創建標準網格,只需設置一個較大的距離,例如 10000。 可以在此處查看實時結果。 購買後立即聯繫我以獲得設置和個人獎勵!   設置 打開新系列 - 打開/關閉新系列訂單的開始。 Lot miltiplier - 以下訂單的手數乘數。 TP - 獲利,以點為單位。 SL - 止損,以第一個訂單的點數為單位。 Trail Start - 激活追踪止損。 Trail Step - 激活追踪止損時與價格的距離。 DD Reduction Algoritm - 回撤減少算法,當最後一個有利潤的訂單將與第一個有虧損的訂單系列關閉時。 Number order for DD Reduction Algoritm - 減少回撤算法被激活的順序。 DD 減少算法的利潤百分比 - 在回撤減少模式下關閉訂單時的利潤百分比。 Magic - 是 EA 分配給其訂單的特殊編號。 Fix distance -
30 USD
DrawDown Limiter MT4
Haidar, Lionel Haj Ali
5 (9)
Drawdown Limiter EA You are in the right place if you were searching for Drawdown control, Drawdown limiter, Balance protection, Equity Protection or Daily Drawdown Limit related to Prop Firm, FTMO, or Funded account trading, or if you want to protect your trading account. Have you suffered from controlling your drawdown when trading funded accounts? This EA is meant for you. Prop firms usually set a rule called “Trader Daily Drawdown”, and if it is not respected, you are disqualified.  I am an
69 USD
VirtualTradePad mt4 Extra
Vladislav Andruschenko
4.88 (58)
一键交易的交易面板。处理头寸和订单!通过图表或键盘进行交易 交易小组进行人工交易。您可以从图表(图表窗口)或键盘进行交易。打开和关闭,反向和锁定。处理职位和订单! МetaТrader4中主要订单的交易控制面板:买入,卖出,买入,买入,卖出,卖出限制,收盘,删除,修改,追踪止损,止损,止损。 MT5版本 详细描述   +DEMO +PDF 如何购买 如何安装     如何获取日志文件     如何测试和优化     Expforex 的所有产品 从符号窗口交易并从键盘交易! 您正在为MetaTrader 4终端提供一个独特的插件 - 虚拟控制面板VirtualTradePad。 Description on English 注意!如果您想学习如何交易 策略测试器  ,请查看我们的免费 TesterPad 实用程序 VirtualTradePad在“  MQL5语言最佳图形面板  ”竞赛中 获得二等奖 。 工作标签 职位标签   -使用职位: 开/关买入和卖出, 冲销所有头寸, 锁定一个共同的立场, 更改止损/获利, 设定一般的止损/获利的位置, 启用追踪止损, 实现盈亏
50 USD
RedFox Copier Pro
Rui Manh Tien
4.75 (12)
FREE SIGNAL CHANEL:  https://t.me/redfox_daily_forex_signals Time saving and fast execution Whether you’re traveling or sleeping, always know that Telegram To Mt4 performs the trades for you. In other words, Our   Telegram MT4 Signal Trader  will analyze the trading signals you receive on your selected Telegram channels and execute them to your Telegram to MT4 account. Reduce The Risk Telegram To Mt4   defines the whole experience of copying signals from   Telegram signal copier to mt4  p
149 USD
控制您的外匯投資組合。立即查看您的站立位置、工作原理以及導致您疼痛的原因! 此處提供 MT5 版本: https://www.mql5.com/en/market/product/58658 交易經理儀表板旨在讓您一目了然地顯示您當前在外匯市場中的每個頭寸,並使風險管理和貨幣敞口更易於理解。 對於通過多個頭寸或交易網格和籃子策略逐漸進入市場的交易者,這是需要查看的關鍵信息。監控終端中的多個位置通常很難管理。 過度槓桿化和使用低風險:回報是新交易者和一些經驗豐富的交易者面臨的主要問題,交易經理向您展示您對每種貨幣的風險敞口,確保您不會同時進行雙向交易。 特徵: 未平倉交易 - 查看您當前按貨幣對排序的所有未平倉交易。您不僅可以在該貨幣對上看到您的方向偏差,還可以在該貨幣對上運行的每筆交易或頭寸上看到您的方向偏差。 回撤和利潤信息 - 立即查看您交易活躍的貨幣對的回撤或盈利情況。輕鬆識別需要管理的交易。 手數大小 - 查看您在每個貨幣對上的手數以及您進行的交易數量。 風險敞口 - 查看您對每種貨幣的方向偏差,以確保您不會在另一個入場時以相反的方向交易。另請查看您在該貨幣中使用
49 USD
The product is used to trade base on Alert signal from Tradingview with support of an application "Tradingview To MetaTrader". Easy to setup, simple format with custom keyword, do not need to open Internet browser to get alert Allow g et   popup alert from one or more   Tradingview account All option to management orders as trailing stop, breakeen, partial close, time filter, news filter ... Option to auto open grid orders How to setup and guide: Let read all details about setup and download " T
179 USD
CloseIfProfitorLoss with Trailing
Vladislav Andruschenko
4.87 (30)
在 MetaTrader 4 中使用利润跟踪功能在达到总利润/亏损时平仓。 您可以启用 虚拟停止(单独订单)   , 分别计算和平仓 买入和卖出头寸 (Separate BUY SELL)   , 关闭和计算 所有交易品种或仅当前交易品种(所有交易品种)   , 启用追踪获利( 追踪 利润) 关闭存款货币、点数、余额百分比的总损益。 该应用程序旨在与任何其他 EA 一起用于任何账户或与手动交易结合使用。 MT5 版本 详细描述   +DEMO +PDF 如何购买 如何安装     如何获取日志文件     如何测试和优化     Expforex 的所有产品 一旦某些货币对或所有货币对的交易总余额大于或等于设置中指定的值,所有头寸将被关闭并删除订单。 此版本不仅能够在指定的利润水平平仓,而且还可以追踪利润以获得更好的结果。 我们实用程序的主要功能 按所有交易品种的总利润平仓; 按单独交易的总利润结算。 (虚拟模式); 按总利润结算并追踪利润; 按总利润以点数、百分比或货币结算; 所有交易或单独交易均以总亏损结束; 关闭交易后关闭图表和终端、风险管理器、包含关闭信息的邮件
35 USD
作者的更多信息
WalkForwardOptimizer MT5
Stanislav Korotky
3.86 (7)
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.
85 USD
RenkoFromRealTicks
Stanislav Korotky
4.67 (3)
This non-trading expert utilizes so called custom symbols feature ( available in MQL API as well) to build renko charts based on history of real ticks of selected standard symbol. RenkoFromRealTicks generates custom symbol quotes, thus you may open many charts to apply different EAs and indicators to the renko. It also transmits real ticks to update renko charts in real time. The generated renko chart uses M1 timeframe. It makes no sense to switch the renko chart to a timeframe other than M1. T
49 USD
Time And Sales Layout indicator shows traded buy and sell volumes right on the chart. It provides a graphical representation of most important events in the time and sales table. The indicator downloads and processes a history of real trade ticks. Depending from selected depth of history, the process may take quite some time. During history processing the indicator displays a comment with progress percentage. When the history is processed, the indicator starts analyzing ticks in real time. The l
49 USD
VolumeDelta
Stanislav Korotky
4.67 (3)
This indicator provides the analysis of tick volume deltas. It calculates tick volumes for buys and sells separately, and their delta on every bar, and displays volumes by price clusters (cells) within a specified bar (usually the latest one). This is a limited substitution of market delta analysis based on real volumes, which are not available on Forex. The indicator displays the following data in its sub-window: light-blue histogram - buy (long) volumes; orange histogram - sell (short) volumes
30 USD
AutomaticZigZag
Stanislav Korotky
5 (2)
This is a non-parametric ZigZag providing 4 different methods of calculation. Upward edge continues on new bars while their `highs` are above highest `low` among previous bars, downward edge continues on next bars while their `lows` are below lowest `high` among previous; Gann swing: upward edge continues while `highs` and `lows` are higher than on the left adjacent bar, downward edge continues while `highs` and `lows` are lower than on the left adjacent bar. Inside bars (with lower `high` and
FREE
SOMFX1Predictor
Stanislav Korotky
If you like trading by candle patterns and want to reinforce this approach by modern technologies, this indicator and other related tools are for you. In fact, this indicator is a part of a toolbox, that includes a neural network engine implementing Self-Organizing Map (SOM) for candle patterns recognition, prediction, and provides you with an option to explore input and resulting data. The toolbox contains: SOMFX1Builder  - a script for training neural networks; it builds a file with generalize
75 USD
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 indicator OrderBook Cumulative Indicator accumulates market book data online and visualizes them on the chart. In addition, the indicator can show the market
49 USD
CyclicPatterns
Stanislav Korotky
This indicator shows price changes for the same days in the past. This is a predictor that finds bars for the same days in past N years, quarters, months, weeks, or days (N is 10 by default) and shows their relative price changes on the current chart. Number of displayed buffers and historical time series for comparison is limited to 10, but indicator can process more past periods if averaging mode is enabled (ShowAverage is true) - just specify required number in the LookBack parameter. Paramet
30 USD
CustomVolumeDelta
Stanislav Korotky
4.5 (2)
This indicator displays volume delta (of either tick volume or real volume) encoded in a custom symbol, generated by special expert advisers, such as RenkoFromRealTicks . MetaTrader does not allow negative values in the volumes, this is why we need to encode deltas in a special way, and then use CustomVolumeDelta indicator to decode and display the deltas. This indicator is applicable only for custom instruments generated in appropriate way (with signed volumes encoded). It makes no sense to ap
FREE
VolumeDeltaWaves
Stanislav Korotky
5 (1)
This indicator is an extended implementation of Weis waves. It builds Weis waves on absolute volumes (which is the classical approach) or delta of volumes (unique feature) using different methods of wave formation and visualization. It works with real volumes, if available, or with tick volumes otherwise, but also provides an option to use so called "true volume surrogates", as an artificial substitution for missing real volumes (for example, for Forex symbols), which was introduced in correspo
49 USD
ADXSignal
Stanislav Korotky
Classical ADX revamped to provide faster and more solid trading signals. This indicator calculates ADX values using standard formulae, but excludes operation of taking the module of ADX values, which is forcedly added into ADX for some reason. In other words, the indicator preserves natural signs of ADX values, which makes it more consistent, easy to use, and gives signals earlier than standard ADX. Strictly speaking, any conversion to an absolute value destroys a part of information, and it mak
30 USD
This is a demo version of a non-trading expert , which utilizes so called the custom symbols feature ( available in MQL as well ) to build renko charts based on historical quotes of selected standard symbol and to refresh renko in real-time according to new ticks. Also it translates real ticks to the renko charts, which allows other EAs and indicators to trade and analyze renko. Place the EA on a chart of a working instrument. The lesser timeframe of the source chart is, the more precise resulti
FREE
Most of traders use resistance and support levels for trading, and many people draw these levels as lines that go through extremums on a chart. When someone does this manually, he normally does this his own way, and every trader finds different lines as important. How can one be sure that his vision is correct? This indicator helps to solve this problem. It builds a complete set of virtual lines of resistance and support around current price and calculates density function for spatial distributi
30 USD
ADXS
Stanislav Korotky
5 (3)
Ever wondered why standard ADX is made unsigned and what if it would be kept signed? This indicator gives the answer, which allows you to trade more efficient. This indicator calculates ADX values using standard formulae, but excludes operation of taking the module of ADX values, which is forcedly added into ADX for some reason. In other words, the indicator preserves natural signs of ADX values, which makes it more consistent, easy to use, and gives signals earlier than standard ADX. Strictly s
30 USD
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 in real time. The expert OrderBook Recorder records market book changes and stores them in local files for further usage in indicators and expert adviser, including testing in the tester. The expert stores market book
FREE
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. This expert adviser OrderBook History Playback allows you to playback the market book events on the history using files, created by OrderBook Recorder . The exper
FREE
WalkForwardDemo MT5
Stanislav Korotky
4 (2)
WalkForwardDemo is an expert adviser (EA) demonstrating how the built-in library WalkForwardOptimizer (WFO) for walk-forward optimization works. It allows you to easily optimize, view and analyze your EA performance and robustness in unknown trading conditions of future. You may find more details about walk-forward optimization in Wikipedia . Once you have performed optimization using WFO, the library generates special global variables (saved in an "archived" file with GVF-extension) and a CSV-f
FREE
PriceProbability
Stanislav Korotky
This is an easy to use signal indicator which shows and alerts probability measures for buys and sells in near future. It is based on statistical data gathered on existing history and takes into account all observed price changes versus corresponding bar intervals in the past. The statistical calculations use the same matrix as another related indicator - PointsVsBars. Once the indicator is placed on a chart, it shows 2 labels with current estimation of signal probability and alerts when signal
75 USD
Year2Year
Stanislav Korotky
This indicator shows price changes for the same days in past years. D1 timeframe is required. This is a predictor indicator that finds D1 bars for the same days in past 8 years and shows their relative price changes on the current chart. Parameters: LookForward - number of days (bars) to show "future" price changes; default is 5; Offset - number of days (bars) to shift back in history; default is 0; ShowAverage - mode switch; true - show mean value for all 8 years and deviation bounds; false - s
FREE
OrderBook Utilities is a script, which performs several service operations on order book hob-files, created by OrderBook Recorder . The script processes a file for work symbol of the current chart. The file date is selected by means of the input parameter CustomDate (if it's filled in) or by the point where the script is dropped on the chart. Depending from the operation, useful information is written into the log, and optionally new file is created. The operation is selected by the input parame
FREE
HZZM
Stanislav Korotky
2.67 (3)
This is an adaptive ZigZag based on modification of  HZZ indicator (original source code is available in this article ). Most important changes in this version: two additional indicator buffers added for zigzag evolution monitoring - they show cross signs at points where zigzag direction first changes; zigzag range (H) autodetection on day by day basis; time-dependent adjustment of zigzag range. Parameters: H - zigzag range in points; this parameter is similar to original HZZ, but it can take 0
FREE
Comparator
Stanislav Korotky
4.14 (7)
This indicator compares the price changes during the specified period for the current symbol and other reference symbol. It allows to analyze the similar movements of highly correlated symbols, such as XAUUSD and XAGUSD, and find their occasional convergences and divergences for trading opportunities. The indicator displays the following buffers: light-green thick line - price changes of the current symbol for TimeGap bars; light-blue thin line - price changes of the reference symbol ( LeadSymbo
FREE
WalkForwardBuilder MT5
Stanislav Korotky
5 (1)
This script allows performing a walk-forward analysis of trading experts based on the data collected by the WalkForwardLight MT5 library. The script builds a cluster walk forward report and rolling walk forward reports that refine it, in the form of a single HTML page. This script is optional, as the library automatically generates the report immediate after the optimization in the tester is complete. However, the script is convenient because it allows using the same collected data to rebuild th
FREE
PointsVsBars
Stanislav Korotky
This indicator provides a statistical analysis of price changes (in points) versus time delta (in bars). It calculates a matrix of full statistics about price changes during different time periods, and displays either distribution of returns in points for requested bar delta, or distribution of time deltas in bars for requested return. Please, note, that the indicator values are always a number of times corresponding price change vs bar delta occurred in history. Parameters: HistoryDepth - numbe
FREE
ReturnAutoScale
Stanislav Korotky
5 (1)
The indicator calculates running total of linear weighted returns. It transforms rates into integrated and difference-stationary time series with distinctive buy and sell zones. Buy zones are shown in blue, sell zones in red. Parameters: period - number of bars to use for linear weighted calculation; default value - 96; smoothing - period for EMA; default value - 5; mode - an integer value for choosing calculation mode: 0 - long term trading; 1 - medium term trading; 2 - short term trading; defa
FREE
RenkoCharts
Stanislav Korotky
This non-trading expert utilizes so called custom symbols feature ( available in MQL as well ) to build renko charts based on historical quotes of selected standard symbol and to refresh renko in real-time according to new ticks. Also, it translates real ticks to the renko charts, which allows other EAs and indicators to trade and analyze renko. Place RenkoCharts on a chart of a work instrument. The lesser timeframe of the source chart is, the more precise resulting renko chart is, but the lesse
49 USD
Mirror
Stanislav Korotky
This indicator predicts rate changes based on the chart display principle. It uses the idea that the price fluctuations consist of "action" and "reaction" phases, and the "reaction" is comparable and similar to the "action", so mirroring can be used to predict it. The indicator has three parameters: predict - the number of bars for prediction (24 by default); depth - the number of past bars that will be used as mirror points; for all depth mirroring points an MA is calculated and drawn on the ch
30 USD
If you like trading crosses (such as AUDJPY, CADJPY, EURCHF, and similar), you should take into account what happens with major currencies (especially, USD and EUR) against the work pair: for example, while trading AUDJPY, important levels from AUDUSD and USDJPY may have an implicit effect. This indicator allows you to view hidden levels, calculated from the major rates. It finds nearest extremums in major quotes for specified history depth, which most likely form resistence or support levels, a
30 USD
EvoLevels
Stanislav Korotky
The indicator displays most prominent price levels and their changes in history. It dynamically detects regions where price movements form attractors and shows up to 8 of them. The attractors can serve as resistance or support levels and outer bounds for rates. Parameters: WindowSize - number of bars in the sliding window which is used for detection of attractors; default is 100; MaxBar - number of bars to process (for performance optimization); default is 1000; when the indicator is called from
30 USD
ExtraMovingPivots
Stanislav Korotky
This is an intraday indicator that uses conventional formulae for daily and weekly levels of pivot, resistance and support, but updates them dynamically bar by bar. It answers the question how pivot levels would behave if every bar were considered as the last bar of a day. At every point in time, it takes N latest bars into consideration, where N is either the number of bars in a day (round the clock, i.e. in 24h) or the number of bars in a week - for daily and weekly levels correspondingly. So,
30 USD
筛选:
Mohammed Abdulwadud Soubra
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Mohammed Abdulwadud Soubra 2017.06.29 10:24 
 

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版本 1.1 2021.11.20
Recompilation.