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WalkForwardReporter

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已发布: 15 八月 2016

当前版本: 1.8

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WalkForwardReporter

实用工具
Stanislav Korotky
版本: 1.8
更新: 24 十月 2018

WalkForwardReporter is a script creating HTML reports from walk-forward optimization results generated by WalkForwardOptimizer (WFO) library. It allows you to easily view and analyze your expert adviser (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 a CSV-file and special global variables with resulting data. Copy the CSV-file from the tester's Files folder into MQL4/Files folder and run the script with default parameters. This builds an html-page with overview of the optimization and also saves the related global variables into GVF-file. In future you may build different reports (drilldowns) from the same resulting data, even if the global variables will be deleted, just by specifing the GVF-file as the 1-st parameter of the script. Until the global variables are intact, you can build drilldowns without mentioning GVF-file.

The names of GVF and HTML files correspond to CSV-file name in global variables, initially specified in EA input wfo_outputFile.

Parameters

InputVariablesFile - a name of GVF-file to use; if empty (by default), global variables are checked for latest available data;
WindowSize - specific window size (days) to use for drilldown; must be one of values used during optimization; by default - 0, meaning cluster overview or auto-detection;
StepSize - specific forward step size (percent or days) to use for drilldown; must be one of values used during optimization; by default - 0, meaning cluster overview or auto-detection;
ClearWFGlobalVariables - a boolean flag; if true, the script deletes "WF_"-global variables at the end of its run; by default - false; the global variables should be cleared before you start next optimization with WFO.

Report types

Depending from input parameters given for WFO library, WFR can generate different report types from the resulting data.

Standard walk-forward report with a table of passes containing performance indicators for in-sample and out-of-sample periods in the same row, and overall performance for entire aggregated forward period. The report is generated for rolling walk-forward analysis and as a drilldown for cluster analysis (in the later case WindowSize and StepSize parameters should be specified as existing column and row indices of cluster table).
Cluster report with a set of tables, containing annualized profit, efficiency, consistency, completeness, and number of days in step for selected combinations of window sizes and forward step sizes. This report is generated after clustered walk-forward optimization, if drilldown is not used (WindowSize and StepSize remains 0 by default).
Anchored walk-forward report is similar to standard report except for that window size changes in every pass (row).

Standard and anchored reports show pass number in the 1-st column. Until MetaTrader 4 is closed you may check every single pass by opening Optimization Results tab in the tester, double-clicking a row with required pass number - this will select optimal inputs from this pass into EA, so you can then start a test run.

In standard reports, in-sample optimization data is highlighted with blue color, and out-of-sample data - with yellow. If the latest pass contains forward step overlapping with current time it's highlighted in green, indicating that this is the latest known parameters applicable for trading right now.

Performance indicators

Annualized profit is a hypothetical profit which EA could earn in a year if optimization period profit and forward period profit are re-scaled proportionally to their length.

Efficiency is a ratio of annualized profits of forward and back periods.

Consistency is a fraction of profitable forward passes in aggregated forward period.

Completeness shows how many rolling passes was performed for specified combination of optimization window size and forward step size, can be less than requested number during genetic optimization, because this method skips some parameters values.

Number of days is suitable for converting step size in percent into days.

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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

MT4 至 Telegram 信号提供者是一款易用、可完全自定义的工具，它使发送信号到 Telegram 成为可能，将您的账户变成信号提供者。消息的格式可以完全自定义！但是，为了简便使用，您也可以选择一个预设模板，并能够启用或禁用消息的特定部分。 [ 演示 ] [ 手册 ] [ MT5 版本 ] [ Discord 版本 ] [ Telegram 频道 ] 设置可通过用户指南获取逐步说明。无需了解 Telegram API；开发者提供所需的一切。主要特性自定义发送给订阅者的订单详情的能力您可以创建分层订阅模型，例如铜牌、银牌、金牌。金牌订阅可获得所有信号等。按订单号、符号或备注过滤订单包括执行订单的图表的屏幕截图在发送的屏幕截图上绘制已关闭的订单，以便额外验证推迟发送新订单消息的可能性，以便在发送前对位置进行调整订单详情的全透明度：新的市场订单 *附带屏幕截图订单修改（止损、获利点）已关闭订单 *附带屏幕截图部分关闭订单 ** 新的挂起订单修改的挂起订单（进场价格）挂起订单激活（作为新的市场订单）已删除的挂起订单

59 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

-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

Grid Manual是一个交易面板，用于处理订单网格。该实用程序是通用的，具有灵活的设置和直观的界面。它不仅可以在亏损方向上设置订单网格，还可以在盈利方向上设置订单网格。交易者不需要创建和维护订单网格，实用程序会这样做。打开一个订单就足够了，Grid manual会自动为它创建一个订单网格，并伴随它直到非常关闭。该实用程序的主要特性和功能：伴隨以任何方式打開的訂單，包括從移動終端打開的訂單。適用於兩種類型的網格：“限制”和“停止”。使用兩種方法計算網格間距：固定和動態（基於 ATR 指標）。允許您更改未結訂單網格的設置。顯示圖表上每個網格的盈虧平衡水平。顯示每個網格的利潤率。允許您一鍵關閉網格中的盈利訂單。讓您一鍵關閉每個訂單網格。允許您對訂單網格應用追踪止損功能。允許您在訂單網格上應用將訂單網格的止損轉移到盈虧平衡水平的功能。相對於訂單網格的盈虧平衡水平自動重新排列止盈（僅在限價網格模式下，距離取決於所選的計算類型：“保守”或“激進”）。最多可管理 20 個訂單網格，每個網格最多可包含 100 個訂單。計算初始手數時，要考慮入金的大小，不要讓大手

45 USD

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

MT4 Alert Signal Trader is an EA that helps you trade MT4 Alert popup. Some indicators can provide signals by showing an alert popup containing signal texts. This EA will read and trade these signal texts. The alert texts should contain at least 2 elements: (1) a symbol text (ex: "EURUSD") and (2) a command type (ex: "Buy", "Sell", "Close") that trigger EA's trading activities. Some other contents that may have or not are open price, stop loss, take profit values... The EA needs an aweso

149 USD

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

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

The top-selling EAs on the market cost a lot and one day they are suddenly gone. This is because one strategy will not work in the forex market all the time. Our product is unique from all others in the MQL Marketplace because our EA comes with 34+ built-in indicators that allow adding more strategies every time. You build your strategy and keep updating it. If one strategy does not work, simply build another all using only one EA. This is All-In-One EA in this market place. You can use as trad

80 USD

这个产品在新闻时间过滤所有的专家顾问和手动图表，因此您不必担心突然的价格波动会破坏您的手动交易设置或其他专家顾问输入的交易。此产品还带有完整的订单管理系统，可在任何新闻发布前处理您的持仓和挂单。一旦您购买了 The News Filter ，您将不再需要依赖以后的专家顾问内置的新闻过滤器，因为这个产品可以从此过滤它们所有。新闻选择新闻来源于Forex Factory的经济日历。选择可以基于任何一种货币，如USD，EUR，GBP，JPY，AUD，CAD，CHF，NZD和CNY等。选择也可以基于关键识别，例如Non-Farm (NFP)，FOMC，CPI等。能够选择新闻影响级别的筛选，从低、中、到高影响。自动模式只选择与图表相关的新闻。新闻来源每小时自动刷新，以确保最新的新闻数据。为每个新闻影响级别提供单独的输入，以确定您要过滤掉的新闻发布前后的分钟数。订单管理选项在新闻发布前关闭未平仓头寸的选项，并在新闻发布后恢复它们。在新闻发布前删除挂单的选项，并在新闻发布后恢复它们。在新闻发布前移除止损和止盈水平的选项，并在新闻发布后恢复它们。在新闻发布前移动止损

60 USD

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

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

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

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

将信号从您所属的任何渠道（包括私人和受限渠道）直接复制到您的 MT4。该工具在设计时充分考虑了用户的需求，同时提供了管理和监控交易所需的许多功能。该产品采用易于使用且具有视觉吸引力的图形界面。自定义您的设置并在几分钟内开始使用该产品！用户指南 + 演示 | MT5版本 | 不和谐版本如果您想尝试演示，请参阅用户指南。 Telegram To MT4 接收器在策略测试器中不起作用！ Telegram 至 MT4 功能一次复制多个通道的信号从私人和受限频道复制信号不需要机器人令牌或聊天 ID（如果出于某种原因需要，您仍然可以使用这些）使用风险百分比或固定手数进行交易排除特定符号选择复制所有信号或自定义要复制的信号配置单词和短语以识别所有信号（默认值应适用于 99% 的信号提供商）配置时间和日期设置以仅在需要时复制信号设置一次打开的最大交易量交易和头寸管理使用信号或自动设置的管理通过设置每月、每周、每天、每小时或每分钟的最大交易次数，停止过度交易和报复性交易。支持市价订单和挂单每日最大利润目标（以美元为单位）以确保头寸并停止

120 USD

The Expert Advisor will help you forward all pop-up alert with screenshot from MetaTrader 4 to Telegram channel/ group, also forward all notifications to Telegram. Parameters - Telegram Bot Token - create bot on Telegram and get token. - Telegram Chat ID - input your Telegram user ID, group / channel ID - Forward Alert - default true, to forward alert. - Send message as caption of Screenshot - default false, set true to send message below Screenshot How to setup and guide - Telegram

100 USD

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

This EA Utility allows you to manage (with advanced filtering) unlimited open orders (manual or EA) with 16 trailing stop methods: fixed, percent, ATR Exit, Chandelier Exit, Moving Average, Candle High Low Exit, Bollinger Bands, Parabolic, Envelope, Fractal, Ichimoku Kijun-Sen, Alligator, Exit After X Minutes or Bars, RSI and Stochastic. The trailing stop can be either real or virtual, and you can exit fully or with a partial close percent on touch or bar close. Moreover, you can add (overr

100 USD

EA 将通过持续监控净值并按照参数输入的规则来保护您的账户免受意外损失。当违反规则时，EA 将关闭所有交易。您可以将 EA 设置为以特定百分比或货币亏损关闭所有交易，或以特定百分比或货币利润关闭。此实用程序对于 Prop Trading Challenges 非常有用，可以保持低亏损并保护您的资产！我的信号和其他产品可以在这里找到购买后请联系我以获得支持和礼物。参数： For 1 pair only: 将 Equity Guard 放在您要管理的货币对上 For all pairs at account ：Equity Shield 将控制终端上的所有货币对（将 Equity Shield 放在任何货币对上） TP at money（0：关闭）：TP in money SL at money（0：关闭）：SL in money TP at % at account Equity: TP 将在 X% 的账户利润中关闭交易 SL at % account equity ：SL 将关闭所有未平仓交易，账户损失 X 百分比如何开始：仅在一张图表上加载 EA 自定义您的设置不理

45 USD

这个自定义终极狙击手仪表盘是原始终极狙击手仪表盘指标的一个EA升级。它与多达98种不同的算法一起工作，以确保它能捕捉到你工作的资产类别上的趋势的真实性质。它是对我们几个月来从大多数客户那里得到的很多建议和意见的直接回应。这个自定义版本是完全可定制的。由98个独立的自定义算法提供。非常漂亮的视觉界面，因此你可以轻松和自信地跟踪任何货币对或时间框架的整体市场趋势可以向telegram发送实时警报允许你根据你所交易的货币对创建自己的指数可以向你的手机实时发送警报，所以你不必在电脑前就知道有一个动作正在酝酿。让你从输入设置中设置8个指数让你设置你想获得警报的指数和时间框架当检测到没有互联网连接时，会显示警报自定义终极狙击手仪表盘已经进行了大量的优化，在动作开始后立即显示。这样，你就不会错过你感兴趣的货币对的任何变动。它的速度非常快，可以在移动发生时迅速捕捉到，并实时向你发送警报，这样你就可以利用移动的优势，而不必整天坐在办公桌前。它是任何交易策略的一个超级补充，你可以将这个工具与任何其他交易策略和指标一起使用。它主要是为了与我们的其他

199 USD

The most advanced news filter and drawdown limiter on MQL market NEW: Take a Break can be backtested against your account history! Check the " What's new " tab for details. Take a Break has evolved from a once simple news filter to a full-fledged account protection tool. It pauses any other EA during potentially unfavorable market conditions and will continue trading when the noise is over. Typical use cases: Stop trading during news/high volatility (+ close my trades before). Stop trading when

70 USD

Hi, all. News trapper EA It is an expert for trading very safe expert put Settings interest rate only or high impact news for Automated Trading on the news of the economic calendar. It shows stable trading during last 10 years. EA doesn't use dangerous technologies like martingale, grid. The Expert is very simple to use. The program contains flexible settings In the terminal settings, you need to add the news site to the list of allowed URLs. Click Tools >Options > Expert Advisors. Check th

99 USD

Exp-Averager 旨在通过开立平均交易对已收到一定回撤的交易进行平均。顾问能够顺势或逆势开立新仓位。它还包括适用于一系列头寸的智能追踪止损功能。顾问可以增加或减少头寸的手数。这是一种广泛使用的策略，用于将亏损头寸调整至平均价格。 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 的所有产品链接我们的 TickSniper 黄牛平均系统示例具有平均功能的通用交易顾问 The X EA 交易对其所附图表的货币对进行操作。例如，要启用 EURUSD 的平均值，请打开 EURUSD 图表并运行 Expert Advisor 笔记该系统不能自动进行交易。相反，它会跟踪您的交易，并在出现亏损时对其进行平均，直到您实现盈利。您可以使用策略测试器试用 Expert Advisor，并在可视化模式下使用我们的 EAPADPRO 工具栏进行交易！它是如何工作的？ EA 交易将在指定点数（距离）后以相同方向开仓。持仓交易量的计算方式为前一笔交易的交易量 *

35 USD

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

This indicator is a conventional analytical tool for tick volumes changes. 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). The algorithm used internally is the same as in the indicator VolumeDeltaMT5 , but results are shown as cumulative volume delta bars (candlesticks). Analogous indicator for MetaTrader 4 exists - CumulativeDeltaBars . This is a limited substi

30 USD

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

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

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

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

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

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

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

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

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

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 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

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

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 pric

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 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

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

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

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

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

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

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

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

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

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

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

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

The indicator draws a histogram of important levels for several major currencies attached to the current cross rates. It is intended for using on charts of crosses. It displays a histogram calculated from levels of nearest extremums of related major currencies. For example, hidden levels for AUDJPY can be detected by analyzing extremums of AUD and JPY rates against USD, EUR, GBP, and CHF. All instruments built from these currencies must be available on the client. This is an extended version of

30 USD

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版本 1.8 2018.10.24

Large step value overflow bug fix.

版本 1.7 2017.05.31

Improved the generation of the HTML-page: cluster report is supplemented by refining rolling reports, names of optimized parameters are shown, and other minor changes.

版本 1.6 2016.10.14

Fixed the zero divide error, which occurred at certain rudimentary data.

版本 1.5 2016.09.13

Bug fixes.

版本 1.4 2016.09.01

- processing of large csv files and memory consumption are significantly optimized;
- calculation of performance indicators is fixed for forward tests partially exceeding the ending date of test period.
- if a user enters wrong numbers for window or steps size, the script generates the error message in html file instead of an empty table.

版本 1.2 2016.08.29

Improved corrupted data error handling.