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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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価格が一瞬で変わる可能性のある市場では、注文はできるだけ簡単にすべきだと思いますか? Metatraderでは、注文を開くたびに、開始価格を入力し、損失を止めて利益を得るウィンドウと、取引サイズを開く必要があります。金融市場の取引では、初期預金を維持し、それを増やすために資本管理が不可欠です。それで、あなたが注文をしたいとき、あなたはおそらくあなたがどれくらいの大きさの取引を開くべきか疑問に思いますか?この単一の取引であなたの預金の何パーセントを危険にさらすべきですか?この取引からどれだけの利益を得ることができますか?また、リスクに対する利益の比率はどのくらいですか?トレードサイズを設定する前に、トレードサイズがどうあるべきかという質問に対する答えを得るために必要な計算を行います。 これらすべてを自動的に行うツールがあると想像してみてください。チャートを開き、市場分析を行い、エントリーポイント、ディフェンスポイント(ストップロス)、ターゲット(テイクプロフィット)を水平線でマークし、最後にリスクのレベルを定義します。利用可能な資本の%として、このトランザクションで負担することができ、こ
Local Trade Copier EA MT4
Juvenille Emperor Limited
5 (77)
Local Trade Copier EA MT4 による、驚くほど高速な取引コピーを体験してください。1分で簡単にセットアップできるこの取引コピー機は、同じWindowsコンピュータまたはWindows VPS上の複数のMetaTrader端末間で取引をコピーすることができ、0.5秒未満の高速コピースピードを実現します。 初心者であろうとプロのトレーダーであろうと、 Local Trade Copier EA MT4 には、あなたの特定のニーズに合わせてカスタマイズするための幅広いオプションが用意されています。これは、利益の可能性を高めたい人にとって究極のソリューションです。 今すぐ試してみて、これが市場で最も速くて簡単なトレードコピー機である理由を理解してください。 ヒント: デモアカウントで Local Trade Copier EA MT4 デモバージョンをダウンロードして試すことができます: ここ ダウンロードした無料のデモ ファイルを MT4 >> ファイル >> データ フォルダを開く >> MQL4 >> Experts フォルダに貼り付けて、ターミナルを再起動し
TradePanel MT4
Alfiya Fazylova
4.91 (85)
Trade Panel は、多機能の取引アシスタントです。 このアプリケーションには手動取引用に設計された 50 以上の機能が含まれており、ほとんどの取引アクションを自動化できます。 注意! アプリケーションはストラテジー テスターでは動作しません。 デモ アカウントでアプリケーションをテストできます。これを行うには、手順が記載されたページからデモ バージョンをダウンロードします: 手順 + デモ バージョン 。 アプリケーションの主な機能: 任意のシンボル(外国為替、CFD、先物など)で機能します。 無制限の文字数での同時作業。 取引ごとのリスクの自動計算とストップロスとテイクプロフィットの比率の設定。 OCO注文を行うことができます(一方が他方をキャンセルします-1つの注文を実行すると別の注文がキャンセルされます)。 タスクを含む行を設定できます(ポジションを開く、保留中の注文を開く、またはグループごとに注文を閉じる)。 仮想テイクプロフィットとストップロスを設定できます。 成行注文を反転またはロックできます。 6種類のトレーリングストップ。 ストップロスを損益分岐点に設定する機能
MT4 to Telegram Signal Provider は使いやすく、完全にカスタマイズ可能なツールで、Telegramに信号を送信し、あなたのアカウントを信号提供者に変えることができます。 メッセージのフォーマットは 完全にカスタマイズ可能です! しかし、簡単な使用のために、あらかじめ定義されたテンプレートを選択し、メッセージの特定の部分を有効または無効にすることもできます。 [ デモ ]   [ マニュアル ] [ MT5バージョン ] [ Discordバージョン ] [ Telegramチャンネル ] セットアップ ステップバイステップの ユーザーガイド が利用可能です。 Telegram APIの知識は必要ありません。開発者が必要なものをすべて提供します。 主要機能 購読者に送信される注文の詳細をカスタマイズする機能 例えばブロンズ、シルバー、ゴールドなど、階層型のサブスクリプションモデルを作成できます。ゴールドサブスクリプションでは、すべての信号が得られますなど。 ID、シンボル、またはコメントによる注文のフィルタリング 注文が実行されたチャート
Exp COPYLOT CLIENT for MT4
Vladislav Andruschenko
4.66 (68)
MetaTrader4のコピー機を取引します。     それは任意の口座からの外国為替取引、ポジション、注文をコピーします。 それは最高の貿易コピー機の1つです     MT4 - MT4、MT5 - MT4     のために     COPYLOT MT4     バージョン(または     MT4 - MT5  MT5 - MT5     のために     COPYLOT MT5     バージョン)。 MT5のバージョン 完全な説明   +DEMO +PDF 購入する方法 インストールする方法     ログファイルの取得方法     テストと最適化の方法     Expforex のすべての製品 のコピー機 バージョン       MetaTrader 5 ターミナル(   МТ5 - МТ5、МТ4 - МТ5   )-   コピーロットクライアントMT5 独自のコピーアルゴリズムにより、すべての取引がマスターアカウントからクライアントアカウントに正確にコピーされます。 また、動作速度が速いことでも知られています。タフなエラー処理。 強力な機能セット。 プログ
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
Trade Manager は、リスクを自動的に計算しながら、取引を迅速に開始および終了するのに役立ちます。 過剰取引、復讐取引、感情的な取引を防止する機能が含まれています。 取引は自動的に管理され、アカウントのパフォーマンス指標はグラフで視覚化できます。 これらの機能により、このパネルはすべてのマニュアル トレーダーにとって理想的なものとなり、MetaTrader 4 プラットフォームの強化に役立ちます。多言語サポート。 MT5バージョン  |  ユーザーガイド + デモ Trade Manager はストラテジー テスターでは機能しません。 デモについてはユーザーガイドをご覧ください。 危機管理 % または $ に基づくリスクの自動調整 固定ロットサイズを使用するか、ボリュームとピップに基づいた自動ロットサイズ計算を使用するオプション RR、Pips、または価格を使用した損益分岐点ストップロス設定 トレーリングストップロス設定 目標に達したときにすべての取引を自動的に終了するための 1 日あたりの最大損失 (%)。 過度のドローダウンからアカウントを保護し、オーバートレードを防ぎま
Mentfx Mmanage
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
Trade copier MT4
Alfiya Fazylova
4.66 (29)
Trade Copierは、取引口座間の取引をコピーして同期するように設計された専門的なユーティリティです。 コピーは、同じコンピューターまたはvps にインストールされている、サプライヤーのアカウント/端末から受信者のアカウント/端末に行われます。 購入する前に、デモ アカウントでデモ バージョンをテストできます。 デモ版 こちら 。 詳細な説明は こちら 。 主な機能と利点: MT5ネッティングアカウントを含む、MT4> MT4、MT4> MT5、MT5> MT4のコピーをサポートします。 高いコピー速度(0.5秒未満)。 ベンダーモードと受信者モードは同じ製品内に実装されています。 チャートから直接リアルタイムでコピーを制御できる、簡単で直感的なインターフェイス。 接続が切断されたり、端末が再起動されたりしても、設定と位置が失われることはありません。 コピーするシンボルを選択できます。また、受信者のシンボルを置き換えることもできます(例:EURUSD> USDJPY)。 バックコピーをサポートします。 特定の注文のみのコピーを有効にする機能。 取引開始価格の最大差と最大遅延時間を
OrderManager をご紹介:MT4用の革新的なユーティリティ 新しく設計されたOrder Managerユーティリティを使用して、MetaTrader 4での取引をプロフェッショナルなものにしましょう。シンプルさと使いやすさに焦点を当てたこのユーティリティは、各取引に関連するリスクを簡単に定義し、視覚化できます。これにより、情報に基づいた意思決定が可能になり、取引戦略を最適化できます。OrderManagerに関する詳細は、マニュアルをご参照ください。 [ マニュアル ] [ MT5 バージョン ] [ Telegram チャンネル ] 主な特長: リスク管理:取引のリスクを素早く簡単に定義し、より良い意思決定を行い、取引パフォーマンスを向上させます。 視覚表現:オープンなポジションとそれに関連するリスクをグラフィカルに表示し、明瞭かつ簡潔な理解が可能です。 注文変更:数回のクリックで注文を簡単に変更またはクローズし、取引プロセスを効率化し、貴重な時間を節約します。 手のひらの上の最新ニュース:ボタン一つで最新の市場ニュースに常にアクセスできます。 MT4トレーダーにと
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
Grid Manual MT4
Alfiya Fazylova
4.71 (17)
「Grid Manual」は、注文のグリッドを操作するための取引パネルです。 ユーティリティはユニバーサルで、柔軟な設定と直感的なインターフェイスを備えています。 それは、損失を平均化する方向だけでなく、利益を増やす方向でも注文のグリッドで機能します。 トレーダーは注文のグリッドを作成して維持する必要はありません。 すべてが「Grid Manual」によって行われます。 注文を開くだけで十分であり、「Grid Manual」は注文のグリッドを自動的に作成し、非常に閉じるまでそれに付随します。 ユーティリティの主な機能と機能 ユーティリティは、モバイル端末から開かれた注文を含め、あらゆる方法で開かれた注文を処理します。 「制限」と「停止」の2種類のグリッドで機能します。 グリッド間隔の計算には、固定と動的(ATRインジケーターに基づく)の2つの方法で機能します。 オープンオーダーグリッドの設定を変更できます。 チャート上の各注文グリッドの損益分岐点を表示します。 各注文グリッドの利益率を表示します。 ワンクリックでグリッドから収益性の高い注文を閉じることができます。 ワンクリックで各注文
この製品は、ニュースタイム中にすべてのエキスパートアドバイザーと手動チャートをフィルタリングするため、急激な価格変動によるマニュアルトレードのセットアップの破壊や他のエキスパートアドバイザーによって入力された取引について心配する必要はありません。この製品には、ニュースのリリース前にオープンポジションとペンディングオーダーを処理できる完全な注文管理システムも付属しています。 The News Filter  を購入すると、将来のエキスパートアドバイザーのためにビルトインのニュースフィルターに頼る必要はなく、今後はすべてのエキスパートアドバイザーをここからフィルタリングできます。 ニュース選択 ニュースソースは、Forex Factoryの経済カレンダーから取得されます。 USD、EUR、GBP、JPY、AUD、CAD、CHF、NZD、CNYなど、任意の通貨数に基づいて選択できます。 Non-Farm(NFP)、FOMC、CPIなどのキーワード識別に基づいて選択することもできます。 影響レベルによってフィルタリングするニュースを選択することができ、低、中、高の影響範囲から選択できます
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
あなたの外国為替ポートフォリオを管理してください。あなたが立っている場所、何が働いているのか、そして何があなたに痛みを引き起こしているのかを即座に見てください! ここで利用可能なMT5バージョン:https:// www.mql5.com/en/market/product/58658 Trade Managerダッシュボードは、外国為替市場での現在の各ポジションが一目でわかるように設計されており、リスク管理と通貨へのエクスポージャーを理解しやすくします。 複数のポジションで徐々に市場に参入するトレーダー、またはそれらのトレーディンググリッドとバスケット戦略にとって、これは重要な情報です。ターミナル内の複数の位置を監視することは、管理が難しいことがよくあります。 不十分なリスクの活用と使用:報酬は、新しいトレーダーや一部の経験豊富なトレーダーが直面する主要な問題です。トレードマネージャーは、各通貨へのエクスポージャーを個別に示し、一度に両方向に取引しないようにします。 特徴: オープントレード-通貨ペアでソートされた現在のオープントレードをすべて表示します。ペアだけでなく
MT4 to Discord Signal Provider は、Discord へ直接トレーディングシグナルを送信するために設計された、使いやすく完全にカスタマイズ可能なユーティリティです。このツールは、あなたのトレーディングアカウントを効率的なシグナルプロバイダーに変えます。 スタイルに合わせてメッセージフォーマットをカスタマイズ!利便性を考え、事前にデザインされたテンプレートから選択し、メッセージのどの要素を含めるか除外するかを選択できます。 [ デモ ] [ マニュアル ] [ MT5 バージョン ] [ Telegram バージョン ] セットアップ 簡単なセットアップのために、私たちの詳細な ユーザーガイド に従ってください。 Discord API の事前知識は必要ありません。必要なツールはすべて提供されます。 主な特徴 購読者の更新のための注文詳細をカスタマイズ。 ブロンズ、シルバー、ゴールドなど、各レベルで異なるシグナルアクセスを提供する階層的サブスクリプションモデルを実装。 注文が実行されたチャートのスクリーンショットを添付。 これらのスクリーンショットに表
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
あなたがメンバーである任意のチャンネル(プライベートおよび制限されたチャンネルを含む)からのシグナルを、直接あなたのMT4にコピーします。 このツールは、ユーザーを念頭に置いて設計されており、取引を管理および監視するために必要な多くの機能を提供しています。 この製品は、使いやすく視覚的に魅力的なグラフィカルインターフェースで提供されています。設定をカスタマイズして、数分で製品を使用開始できます! ユーザーガイド + デモ  | MT5版 | Discord版 デモを試したい場合は、ユーザーガイドを参照してください。 Telegram To MT5レシーバーは、ストラテジーテスターでは機能しません! Telegram To MT4の特長 一度に複数のチャンネルからシグナルをコピー プライベートおよび制限されたチャンネルからシグナルをコピー BotトークンやチャットIDは不要です(必要な場合は引き続き使用できます) リスク%または固定ロットを使用して取引 特定のシンボルを除外 すべてのシグナルをコピーするか、コピーするシグナルをカスタマイズするかを選択 すべてのシグナルを認識する
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
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
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
取引パネルは注文の管理に限定されています - ボタンを使用して開かれたものと、ユーザーによって開かれたものの両方です。 シンプルで便利なコレクション。 バイヤーを補完します。 Gold Stuff インジケーターと併用することをお勧めします。 単一注文として取引を設定し、距離のあるグリッドを構築します。 標準グリッドを作成するには、10000 などの大きな距離を設定するだけです。 リアルタイム結果はこちらからご覧いただけます。 設定と個人的なボーナスを得るために、購入後すぐに私に連絡してください!   設定 新しいシリーズを開く - 注文の新しいシリーズのオン/オフの開始。 Lot miltiplier - 次の注文のロット乗数。 TP - ピップで利益を得る。 SL - 最初の注文からのピップ単位のストップロス。 トレイル スタート - トレーリング ストップの有効化。 トレイル ステップ - トレーリング ストップを有効にしたときの価格からの距離。 DD 削減アルゴリズム - 利益のある最後の注文が損失のある最初の注文シリーズでクローズされる場合のドローダウン削減
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
-25% discount ($149 -> $111) 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 extender or
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
MT4のエキスパートアドバイザーリスクマネージャーは非常に重要であり、私の意見ではすべてのトレーダーにとって必要なプログラムです。 このエキスパートアドバイザーを使用すると、取引口座のリスクを管理することができます。リスクと利益の管理は、金銭的およびパーセンテージの両方で実行できます。 エキスパートアドバイザーが機能するには、それを通貨ペアチャートに添付し、許容可能なリスク値を預金通貨または現在の残高の%で設定するだけです。 PROMO BUY 1 GET 2 FREE -   https://www.mql5.com/en/blogs/post/754725 アドバイザ機能 このリスクマネージャーは、リスクの管理を支援します。 -取引のために -1日あたり - 1週間 - ひと月ほど 制御することもできます 1)取引時の最大許容ロット 2)1日あたりの最大注文数 3)1日あたりの最大利益 4)エクイティを引き受ける利益を設定する それだけではありません。設定で自動設定を指定した場合、アドバイザーはデフォルトのSLとTPを設定することもできます。
Auto Trade Copier is designed to copy trades between multiple MT4/MT5 accounts/terminals with 100% accuracy. The provider and receiver accounts must be on the same PC/VPS. With this tool, you can copy trades to receiver accounts on the same PC/VPS. All trading actions will be copied from the provider to the receiver with no delay. This version can be used on MT4 accounts only. For MT5 accounts, you must use Auto Trade Copier for MT5. Reference: For MT4 receiver, please download "Trade Receiver F
Trade Copier Pro is a tool to copy trade remotely between multiple MT4/MT5 accounts at different computers/locations over internet. This is an ideal solution for signal provider, who want to share his trade with the others globally on his own rules. One provider can copy trades to multiple receivers and one receiver can get trade from multiple providers as well. The provider can even set the subscription expiry for each receiver, so that receiver will not be able to receive the signal after that
-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
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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.
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
AutomaticZigZag
Stanislav Korotky
4.67 (3)
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
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
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
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
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
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
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
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
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
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
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 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 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
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
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
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
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
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
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
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
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 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
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
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,
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Mohammed Abdulwadud Soubra
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Mohammed Abdulwadud Soubra 2017.06.29 10:24 
 

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バージョン 1.1 2021.11.20
Recompilation.