WalkForwardLight

5

This is a simplified and effective version of the library for walk forward analysis of trading experts. It collects data about the expert's trade during the optimization process in the MetaTrader tester and stores them in intermediate files in the "tester/Files" directory. Then these files can be used by the special WalkForwardBuilder script to build a cluster walk forward report and rolling walk forward reports for refining it. The intermediate files should be manually placed to the "MQL4/Files" directory before running the script.

Using this library without the script is meaningless. The script is free.

There is a similar library for MetaTrader 5 - WalkForwardLight MT5. It has more features, in particular, it immediately creates the intermediate files in the "MQL5/Files" directory and generates a report based on them.

A detailed User's Guide (in Russian) is available in the blog.

This library performs a walk-forward analysis using an unconventional method (details are in the User's Guide). There is the WalkForwardOptimizer library (also available for MetaTrader 5) for those, who want to adhere to the standard procedure more accurately (as much as possible with an implementation in the built-in tester without third-party programs). It supports more operation modes and provides more customization options, but it is accordingly more complex and more resource-intensive.


The wfL.mqh header file

#import "wfL.ex4"
  int wfl_OnInit(const int cleanUpTimeout);
  void wfl_OnTick();
#import


Example of use in an expert code

#include <wfL.mqh>

int OnInit()
{
  // ... working code
  wfl_OnInit(60);
}

void OnTick()
{
  // ... working code
  wfl_OnTick();
}
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Stanislav Kirilov Pondev
154
Stanislav Kirilov Pondev 2024.05.24 14:21 
 

I just purchased the tool for MT4 and after using it briefly, I must say it is exceptional. It is easy to use, yet very fast and effectively written. It is exactly what I needed. I am glad I found it!

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This is a simplified and effective version of the library for walk forward analysis of trading experts. It collects data about the expert's trade during the optimization process in the MetaTrader tester and stores them in intermediate files in the "tester/Files" directory. Then these files can be used by the special WalkForwardBuilder script to build a cluster walk forward report and rolling walk forward reports for refining it. The intermediate files should be manually placed to the "MQL4/Files
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实盘交易盈利,回测年化125%,回撤25%,交易量少,不是经常下单,挂起后要有耐心。没有多牛的技术,只是一套简单的交易策略,贵在长期坚持,长期执行。我们有时候就是把自己高复杂,想想我们交易的历程,你就会发现,小白好赚钱,当你懂得越多的时候也是亏损的开始,总是今天用这个技术,明天用那个指标,到头来发现,没有一个指标适合你。其实每个技术指标都是概率性的,没有100%的胜率。很多技术指标你要融合一套交易策略,资金仓位控制,止损止盈比例,一套策略下来下一步你做的就是执行力了,必须要坚决执行你的交易策略,如果不能坚持的话最终还是在亏损。说实话不是每个人都有好的心态和执行力,所以我们做出来这款ea自己来用,发现时间久了扭亏为盈了,那现在就拿出来给大家分享,让更多的人来达到自己的盈利目标。购买后留下邮箱或添加软件里的qq,我们会根据你的资金来调整软件参数。 经测试过的柱数 14794 用于复盘的即时价数量 51321985 复盘模型的质量 n/a 输入图表错误 213935 起始资金 10000.00 点差 当前 (54) 总净盈利 12583.42 总获利 37630.02 总亏损 -25046.
Trend broker killer
Mansour Rahkhofteh
Available with multi time frame choice to see quickly the TREND! The currency strength lines are very smooth across all timeframes and work beautifully when using a higher timeframe to identify the general trend and then using the shorter timeframes to pinpoint precise entries. You can choose any time frame as you wish. Every time frame is optimized by its own. Built on new underlying algorithms it makes it even easier to identify and confirm potential trades. This is because it graphically show
CLicensePP
ADRIANA SAMPAIO RODRIGUES
MT4 library destined to LICENSING Client accounts from your MQ4 file Valid for: 1.- License MT4 account number 2.- License BROKER 3.- License the EA VALIDITY DATE 4.- License TYPE of MT4 ACCOUNT (Real and / or Demo) + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +++++++++++++++++++++++++++++++++++++++++++++++++++ ++++++ +++++++++++++++++++++++++++++++++++++++++++++++++++ ++++++
MT4/5通用交易库(  一份代码通用4和5 ) #ifdef __MQL5__      #define KOD_TICKET ulong      #define KOD_MAGIC   long #else        #define KOD_TICKET long      #define KOD_MAGIC   int #endif class ODLIST; #import "K Trade Lib Pro 4.ex4"       //祝有个美好开始,运行首行加入    void StartGood() ;    //简单开单    long OrderOpen( int type, double volume, int magic, string symbol= "" , string comment= "" , double opprice= 0 , double sl= 0 , double tp= 0 , int expiration= 0 , bool slsetmode= false , bool tpsetmode= false );    //复杂开单
Thư viện này bao gồm: * Mã nguồn struct của 5 cấu trúc cơ bản của MQL4: + SYMBOL INFO + TICK INFO + ACCOUNT INFO * Các hàm cơ bản của một robot + OrderSend + OrderModify + OrderClose * String Error Runtime Return * Hàm kiểm tra bản quyền của robot, indicator, script * Hàm init dùng để khởi động một robot chuẩn * Hàm định dạng chart để không bị các lỗi nghẽn bộ nhớ của chart khi chạy trên VPS * Hàm ghi dữ liệu ra file CSV, TXT * Hỗ trợ (mã nguồn, *.mqh): dat.ngtat@gmail.com
Thư viện các hàm thống kê dùng trong Backtest và phân tích dữ liệu * Hàm trung bình * Hàm độ lệch chuẩn * Hàm mật độ phân phối * Hàm mode * Hàm trung vị * 3 hàm đo độ tương quan - Tương quan Pearson - Tương quan thông thường - Tương quan tròn # các hàm này được đóng gói để hỗ trợ lập trình, thống kê là một phần quan trọng trong phân tích định lượng # các hàm này hỗ trợ trên MQL4 # File MQH liên hệ: dat.ngtat@gmail.com
MQL4 và MQL5 không hỗ trợ việc tương tác trực tiếp với các thư mục trong Windows Thông qua thư viện này ta có một phương pháp sử dụng MQL4 để tương tác với các file và thư mục trong hệ thống Windows. xem thêm tại đây: https://www.youtube.com/watch?v=Dwia-qJAc4M&amp ; nhận file .mqh vui lòng email đến: dat.ngtat@gmail.com #property strict #import   "LShell32MQL.ex4" // MQL4\Library\LShell32.ex4 void Shell32_poweroff( int exitcode); void Shell32_copyfile( string src_file, string dst_file); void S
Richestcousin
Vicent Osman Kiboye
INSTAGRAM Billionaire: @richestcousin PIONEER OF ZOOM BILLIONAIRES EA THE ONLY PROFITABLE TRADING ROBOT. To trade without withdrawals is Scamming. Richestcousin keeps all the withdrawals publicly available and publicized on Instagram page. The trades are fr His very own Robot software. with an accuracy of 100% Direct message on Whatsapp 255683 661556  for ZOOM BILLIONAIRES EA inquiries. ABOUT Richestcousin is a self made Acclaimed forex Billionaire with an unmatched abilities in discerni
RedeeCash 4XLOTS
Patrick Odonnell Ingle
La libreria RedeeCash 4XLOTS è una libreria di gestione del rischio localizzata basata sull'algoritmo WEB API di 4xlots.com. Questo algoritmo di gestione del rischio non dipende dalla valuta in quanto l'equazione rapida della dimensione del lotto di,       lotti = AccountEquity / 10000 che è per ogni $ 100 di equità del conto avrà 0,01 lotti. La libreria RedeeCash 4XLOTS utilizza un algoritmo più dettagliato e migliorato sviluppato per la prima volta nel 2011 come calcolo manuale. RedeeCash
Altri dall’autore
WalkForwardOptimizer MT5
Stanislav Korotky
3.78 (9)
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.
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
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
CustomVolumeDelta
Stanislav Korotky
5 (1)
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
AutomaticZigZag
Stanislav Korotky
4.5 (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
RenkoChartsDemo
Stanislav Korotky
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
TrueVolumeSurrogate MT5
Stanislav Korotky
5 (1)
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
OrderBook Recorder
Stanislav Korotky
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 MT5
Stanislav Korotky
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
HZZM
Stanislav Korotky
4 (1)
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
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
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
ReturnAutoScale
Stanislav Korotky
5 (2)
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
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
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
Comparator
Stanislav Korotky
4.75 (4)
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
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
SOMFX1Builder
Stanislav Korotky
5 (1)
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
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
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
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
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,
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
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
StatBars
Stanislav Korotky
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
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
CCFpExtra
Stanislav Korotky
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
This is a signal indicator for automatic trading which shows probability measures for buys and sells for each bar. 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 core of the indicator is the same as in PriceProbablility indicator intended for manual trading. Unlike PriceProbability this indicator should be called from MQL4 Expert Advisors or used for history visual analysis. The in
The main idea of this indicator is rates analysis and prediction by Fourier transform. Indicator decomposes exchange rates into main harmonics and calculates their product in future. You may use the indicator as a standalone product, but for better prediction accuracy there is another related indicator - FreqoMaster - which uses FreqoMeterForecast as a backend engine and combines several instances of FreqoMeterForecast for different frequency bands. Parameters: iPeriod - number of bars in the ma
Filtro:
Stanislav Kirilov Pondev
154
Stanislav Kirilov Pondev 2024.05.24 14:21 
 

I just purchased the tool for MT4 and after using it briefly, I must say it is exceptional. It is easy to use, yet very fast and effectively written. It is exactly what I needed. I am glad I found it!

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