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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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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

疲于复杂的订单下达和手动计算？Trade Dashboard 是您的解决方案。凭借其用户友好的界面，订单下达变得轻而易举，只需点击一下，您就可以开设交易、设置止损和止盈水平、管理交易手数，并计算风险回报比，让您只需专注于您的策略。告别手动计算，使用 Trade Dashboard 简化您的交易体验。立即下载演示版本。您可以在这里找到仪表盘功能和特性的详细信息。加入 Telegram 频道。购买后请给我发消息以获取支持。如果您需要添加更多功能，可以在产品的评论区留下您的想法，我愿意听取任何建议，希望您能在使用我的产品时获得最佳体验。这是 MT5 版本。风险管理：使用 Trade Dashboard，可以将您的风险设置为账户余额或权益的百分比，或将风险设置为总金额。在图表上直观地定义您的止损，让工具准确计算每个货币对的适当手数。该工具还可以根据您期望的风险回报比自动设置止盈水平。它甚至可以在手数计算中涵盖佣金和点差费用。此外，您的止损和止盈可以转变为虚拟水平，隐藏于经纪商。通过 Trade Dashboard 的高级风险管理功能，掌控风险，保护您的资本。

65 USD

交易面板是一个多功能的交易助手。该应用程序包含 50 多个手动交易功能，并允许您自动执行大多数交易操作。购买之前，您可以在模拟帐户上测试演示版本。演示此处。完整说明此处。贸易。让您一键执行基本交易操作：开立挂单和开仓。打开订单网格。平仓挂单和持仓。仓位反转（平仓买入并开仓卖出，或平仓卖出并开仓买入）。锁定仓位（通过开立相反仓位使卖出和买入仓位的交易量相等）。对所有仓位进行部分平仓。将所有头寸的止盈和/或止损设置为同一水平。将所有仓位的止损设置为盈亏平衡水平。开仓订单和仓位时，您可以：根据既定风险自动计算订单量。一键打开多个订单。将计算出的交易量分配给多个订单。使用面板创建的线条和标记在图表上可视化未来订单的交易水平位置。开仓时，设置最大点差限制。使用止盈规模与止损规模的自动比率。使用虚拟止损和止盈。将当前点差添加到止损和止盈。使用 ATR 指标计算止盈和止损。设置待处理订单的到期日期。使用挂单跟踪（挂单自动移动到价格后面指定的距离）。平仓订单和平仓时，您可以：一键按订单或仓位类型关闭。只需点击一下，即可仅平仓盈利或无利可

100 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

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

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。完整说明和演示版此處。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。

70 USD

Hi, all. News trapper EA It is an expert for trading news very safe expert 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. sale will end after 48 h how to install it and set files read the blog after purchase contact me to add you to VIP channel The program contains flexible settings for trading on the news of the econ

199 USD

Summer 40% discount ($149 -> $88) Everything for chart Technical Analysis indicator mt4 in one tool Draw your supply demand zone with rectangle and support resistance with trendline and get alerts to mobile phone or email alert - Risk reward indicator Video tutorials, manuals, DEMO download here . Find contacts on my profile . 1. Extended rectangles and trendlines Object will be extended to the right edge of the chart when price will draw new candles on chart. This is rectangle extend

88 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

On the occasion of the first days of publishing and attracting first customers, a 50% discount $120 for first 10 user (3 license left) Next price is $160 > $200 > $240 Don't forget to send a message after buying (not renting) to add you to our VIP group for free. Live OrderBoook, Another high-level tool by Ziwox Order Book An order book is an electronic list of buy and sell orders for a specific asset, organized by price level. It provides real-time data on market depth, showing the amount o

120 USD

Comprehensive on chart trade panel with the unique ability to be controllable from mobile as well. Plus has a library of downloadable configuration, e.g. exit rules, extra panel buttons, pending order setup and more. Please see our product video. Works with all symbols not just currency pairs. Features On chart panel plus controllable from free app for Windows, iPhone and Android Built-in script engine with library of downloadable configuration, e.g. add 'Close All Trades in Profit' button, exit

119 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

交易管理器可帮助您快速进入和退出交易，同时自动计算风险。包括帮助您防止过度交易、报复性交易和情绪化交易的功能。交易可以自动管理，账户绩效指标可以在图表中可视化。这些功能使该面板成为所有手动交易者的理想选择，并有助于增强 MetaTrader 4 平台。多语言支持。 MT5版本 | 用户指南+演示交易经理在策略测试器中不起作用。如需演示，请参阅用户指南风险管理根据%或$自动调整风险可选择使用固定手数或根据交易量和点自动计算手数使用 RR、点数或价格设置盈亏平衡止损追踪止损设置最大每日损失百分比，在达到目标时自动平仓所有交易。保护账户免遭过多提款并阻止您过度交易最大每日损失（以美元为单位）在达到目标时自动关闭所有交易。保护账户免遭过多提款并阻止您过度交易一键实现所有交易的盈亏平衡自动计算从手机/电话发送的交易的风险 OCO 在设置中可用交易和头寸管理通过设置每月、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。高级挂单管理。调整何时关闭挂单的规则追踪挂单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

80 USD

下载演示版本说明 - https://www.mql5.com/ru/blogs/post/758419 处于测试模式（在测试器中）面板功能未激活。我们仅提供了面板本身的视觉显示。一款能够根据给定的止损水平即时计算头寸规模或风险的工具对于专业交易员和新手交易员来说都至关重要。TRADE PRO 交易实用程序提供快速准确的计算，帮助您在时间敏感且波动的市场中做出决策。主要功能：原创。简单。有效。原始、方便地打开主交易面板：将鼠标移到图表右侧，然后单击适当的方向即可下达未来订单。快速安装市价单使用 TRADE PRO 设置您的余额或资本的风险百分比，或指定具体的风险金额。在图表上直观地定义止损水平，让该工具自动计算每种货币对的最佳头寸规模。该工具还可以根据指定的风险/回报率自动设置利润目标（止盈）。下达多个限价订单以分担总风险（网格模式）。无论您进行多笔买入或卖出交易还是遵循网格策略，交易面板都提供了下达多笔限价订单的功能，让您可以将主要风险分散到各个部分，并可进行调整。在现有的市价单上添加额外的限价单。为了您的方便，如果您已经有

65 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

75 USD

BBMA Oma Ally Signals Scanner (BBMA Oma Ally Analyzer Dashboard EA) This is a multi-pair and multi scanner dashboard to find the key signal of BBMA Oma Ally Strategy BBMA consists of the use of 2 indicators: Moving Averages Bollinger Bands BBMA consists of many types of entries: Reentry Extreme Rejection EMA50 GAP (EMA50 to Upper/Lower BB) MHV Full Setup (CSE>TPW>MHV>Direction>Reentry) There are many multi timeframe signals based on this strategy. RRE (Reentry - Reentry - Extreme) REE (Reentry

125 USD

« Trade Sync » — Really fast copying and precise synchronization of trades. Simple installation and configuration of the application within 5 seconds allows you to copy trades between different MetaTrader terminals installed on one Windows PC or Windows VPS at maximum speed. «Trade Sync» contains a large number of options for customizing the application to your specific needs and allows you to cope with even complex user tasks. Separate use: Trade Sync MT4 - allows you to copy (Мt4 > Мt4), Trade

50 USD

部分关闭 EA MT4 可以部分关闭您交易账户上的任何交易，手动关闭一定百分比的手数和/或交易单或自动以 TP/SL 水平的百分比百分比为初始手数的百分比10 个止盈和 10 个止损水平。它可以通过指定或排除某些幻数或符号交易来管理您账户的所有或任何交易。提示：下载部分关闭 EA MT4 的免费演示版并在您的演示账户上试用：这里将下载的免费演示文件粘贴到您的 MT4 >> 文件 >> 打开数据文件夹 >> MQL4 >> 专家文件夹并重新启动您的终端。免费演示版本每次可在 4 小时内发挥全部功能，仅限演示帐户。要重置试用期，请转至 MT4 >> 工具 >> 全局变量 >> Control + A >> 删除。请仅在非关键模拟账户上执行此操作，不要在挑战道具公司账户中执行此操作。部分关闭 EA MT4 安装和用户指南 | 购买产品的更新特征极其简单直接的界面可在任何图表、账户类型或经纪商上顺畅运行通过交易单手动部分关闭所有管理交易或任何单个交易，以手数的百分比值在 10 个 TP 和 10 个 SL 水平中，以 TP

30 USD

您购买了交易顾问，订阅了信号，还是手动交易？！不要忘记风险管理。 EA Hedger 是一个专业的交易工具，具有许多设置，允许您使用对冲来管理风险。对冲是一种交易技术，涉及开设与那些已经开立的头寸相反的头寸。在对冲的帮助下，仓位可以完全或部分被阻止（锁定）。为什么购买这种产品有利可图: 可靠性 -顾问经过彻底检查和测试有用性 -专家顾问在实际交易中使用，并在其工作中有效表现 –带对冲交易的结果明显优于不带对冲交易的结果可用性 -顾问的成本仅为每月$4.91或每天0 0.17-这是1-2点差支持 -在讨论中，您将能够向卖家提问并获得建议开发 -你可以写你的愿望的产品，如果可能的话，他们将被添加更新 -即将到来的更新将提供给您例如，您的账户上有三个未平仓头寸： EURUSD 买入 0.10 EURUSD 买入 0.20 英镑兑美元买入 0.20 如果您想将风险减半（50%），当您激活对冲时，将开设以下仓位： EURUSD 卖出 0.15 对冲 GBPUSD 卖出 0.10 对冲当 EA Hedger 派上用场时一、您想减少回撤，保护存

59 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

30 USD

GRID TRADING - Layer Master tool kit is the ultimate, easy to use trading toolkit makes it simple to layer grids of Orders over any entry level. This toolkit will make it simple and fast to Open / Enter and Manage your grid trades on MT4. Every function is simple - but clicking and dragging the order zone - you define an area you want your orders, then you can quickly drag the SL and TP levels to where you want them. Hit one button and your orders are sent!!! Features: It is capable to send h

65 USD

将完全可定制的信号从 MT4 发送到 Telegram，并成为信号提供商！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 | MT4版本 | 不和谐版本如果您想尝试演示，请参阅用户指南。 MT4 电报发送器在策略测试器中不起作用。 MT4 转 Telegram 功能通过大量选项根据您的喜好完全定制信号在信号之前或之后添加您自己的自定义消息。这可以是标签、链接、频道或其他任何内容在信号中添加、删除、自定义表情符号。或者您可以将它们全部删除。按交易品种或幻数过滤要发送的交易排除发送特定符号排除发送特定幻数自定义与信号一起发送的交易详细信息发送带有信号的屏幕截图自定义要发送的信号类型发送信号性能的每日、每周、每月和自定义时间报告我总是愿意改进产品，所以如果您有想要看到的功能，请发表评论或给我留言。

50 USD

Smart Copy is an Easy-to-Use EA that supports Multi Copying Metatrader4 and Metatrader5 and Local/Remote Copying. (Remote Version is coming soon) Free version is available on Smart Copy Local Free MT4 Specifications : Real Time, Multi Terminal - Multi Account - MT4/MT5 trade copying Copy from netting to hedge and hedge to netting is supported. Fast and instant copy All settings are input visually. Easy modifying symbol names, prefix, suffix Enable/Disable co

50 USD

The product will copy all Discord signal to MT4 ( which you are member ) , also it can work as remote copier. Easy to set up. Work with almost signal formats, support to translate other language to English Work with multi channel, multi MT4. Work with Image signal. Copy order instant, auto detect symbol. Work as remote copier: with signal have ticket number, it will copy exactly via ticket number. How to setup and guide: Let read all details about setup and download Discord To MetaTrade

199 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.

95 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

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, 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

69 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

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

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

This indicator provides a true volume surrogate based on tick volumes. It uses a specific formula for calculation of a near to real estimation of trade volumes distribution , which may be very handy for instruments where only tick volumes are available. Please note that absolute values of the indicator do not correspond to any real volumes data, but the distribution itself, including overall shape and behavior, is similar to real volumes' shape and behavior of related instruments (for example, c

30 USD

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 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

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

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

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

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

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

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

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

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

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

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

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 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

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

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

The indicator provides a statistic histogram of estimated price movements for intraday bars. It builds a histogram of average price movements for every intraday bar in history, separately for each day of week. Bars with movements above standard deviation or with higher percentage of buys than sells, or vice versa, can be used as direct trading signals. The indicator looks up current symbol history and sums up returns on every single intraday bar on a specific day of week. For example, if current

30 USD

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

CCFpExtra is an extended version of the classic cluster indicator - CCFp. This is the MT4 version of indicator CCFpExt available for MT5. Despite the fact that MT5 version was published first, it is MT4 version which was initially developed and tested, long before MT4 market was launched. Main Features Arbitrary groups of tickers or currencies are supported: can be Forex, CFDs, futures, spot, indices; Time alignment of bars for different symbols with proper handling of possibly missing bars, in

49 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.