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ML Lorentzian Classification for MT5

█ OVERVIEW

A Lorentzian Distance Classifier (LDC) is a Machine Learning classification algorithm capable of categorizing historical data from a multi-dimensional feature space. This indicator demonstrates how Lorentzian Classification can also be used to predict the direction of future price movements when used as the distance metric for a novel implementation of an Approximate Nearest Neighbors (ANN) algorithm.

This indicator provide signal as buffer, so very easy for create EA from this indicator

█ BACKGROUND

In physics, Lorentzian space is perhaps best known for its role in describing the curvature of space-time in Einstein's theory of General Relativity (2). Interestingly, however, this abstract concept from theoretical physics also has tangible real-world applications in trading.

Recently, it was hypothesized that Lorentzian space was also well-suited for analyzing time-series data (4), (5). This hypothesis has been supported by several empirical studies that demonstrate that Lorentzian distance is more robust to outliers and noise than the more commonly used Euclidean distance (1), (3), (6). Furthermore, Lorentzian distance was also shown to outperform dozens of other highly regarded distance metrics, including Manhattan distance, Bhattacharyya similarity, and Cosine similarity (1), (3). Outside of Dynamic Time Warping based approaches, which are unfortunately too computationally intensive for PineScript at this time, the Lorentzian Distance metric consistently scores the highest mean accuracy over a wide variety of time series data sets (1).

Euclidean distance is commonly used as the default distance metric for NN-based search algorithms, but it may not always be the best choice when dealing with financial market data. This is because financial market data can be significantly impacted by proximity to major world events such as FOMC Meetings and Black Swan events. This event-based distortion of market data can be framed as similar to the gravitational warping caused by a massive object on the space-time continuum. For financial markets, the analogous continuum that experiences warping can be referred to as "price-time".

Below is a side-by-side comparison of how neighborhoods of similar historical points appear in three-dimensional Euclidean Space and Lorentzian Space (image 2)

This figure demonstrates how Lorentzian space can better accommodate the warping of price-time since the Lorentzian distance function compresses the Euclidean neighborhood in such a way that the new neighborhood distribution in Lorentzian space tends to cluster around each of the major feature axes in addition to the origin itself. This means that, even though some nearest neighbors will be the same regardless of the distance metric used, Lorentzian space will also allow for the consideration of historical points that would otherwise never be considered with a Euclidean distance metric.

Intuitively, the advantage inherent in the Lorentzian distance metric makes sense. For example, it is logical that the price action that occurs in the hours after Chairman Powell finishes delivering a speech would resemble at least some of the previous times when he finished delivering a speech. This may be true regardless of other factors, such as whether or not the market was overbought or oversold at the time or if the macro conditions were more bullish or bearish overall. These historical reference points are extremely valuable for predictive models, yet the Euclidean distance metric would miss these neighbors entirely, often in favor of irrelevant data points from the day before the event. By using Lorentzian distance as a metric, the ML model is instead able to consider the warping of price-time caused by the event and, ultimately, transcend the temporal bias imposed on it by the time series.

For more information on the implementation details of the Approximate Nearest Neighbors (ANN) algorithm used in this indicator, please refer to the detailed comments in the source code.

█ HOW TO USE

The image 3 is an explanatory breakdown of the different parts of this indicator as it appears in the interface

The image 4 is an explanation of the different settings for this indicator

General Settings:
  • Source - This has a default value of "hlc3" and is used to control the input data source.
  • Neighbors Count - This has a default value of 8, a minimum value of 1, a maximum value of 100, and a step of 1. It is used to control the number of neighbors to consider.
  • Max Bars Back - This has a default value of 2000.
  • Feature Count - This has a default value of 5, a minimum value of 2, and a maximum value of 5. It controls the number of features to use for ML predictions.
  • Color Compression - This has a default value of 1, a minimum value of 1, and a maximum value of 10. It is used to control the compression factor for adjusting the intensity of the color scale.
  • Show Exits - This has a default value of false. It controls whether to show the exit threshold on the chart.
  • Use Dynamic Exits - This has a default value of false. It is used to control whether to attempt to let profits ride by dynamically adjusting the exit threshold based on kernel regression.

Feature Engineering Settings:
Note: The Feature Engineering section is for fine-tuning the features used for ML predictions. The default values are optimized for the 4H to 12H timeframes for most charts, but they should also work reasonably well for other timeframes. By default, the model can support features that accept two parameters (Parameter A and Parameter B, respectively). Even though there are only 4 features provided by default, the same feature with different settings counts as two separate features. If the feature only accepts one parameter, then the second parameter will default to EMA-based smoothing with a default value of 1. These features represent the most effective combination I have encountered in my testing, but additional features may be added as additional options in the future.
  • Feature 1 - This has a default value of "RSI" and options are: "RSI", "WT", "CCI", "ADX".
  • Feature 2 - This has a default value of "WT" and options are: "RSI", "WT", "CCI", "ADX".
  • Feature 3 - This has a default value of "CCI" and options are: "RSI", "WT", "CCI", "ADX".
  • Feature 4 - This has a default value of "ADX" and options are: "RSI", "WT", "CCI", "ADX".
  • Feature 5 - This has a default value of "RSI" and options are: "RSI", "WT", "CCI", "ADX".

Filters Settings:
  • Use Volatility Filter - This has a default value of true. It is used to control whether to use the volatility filter.
  • Use Regime Filter - This has a default value of true. It is used to control whether to use the trend detection filter.
  • Use ADX Filter - This has a default value of false. It is used to control whether to use the ADX filter.
  • Regime Threshold - This has a default value of -0.1, a minimum value of -10, a maximum value of 10, and a step of 0.1. It is used to control the Regime Detection filter for detecting Trending/Ranging markets.
  • ADX Threshold - This has a default value of 20, a minimum value of 0, a maximum value of 100, and a step of 1. It is used to control the threshold for detecting Trending/Ranging markets.

Kernel Regression Settings:
  • Trade with Kernel - This has a default value of true. It is used to control whether to trade with the kernel.
  • Show Kernel Estimate - This has a default value of true. It is used to control whether to show the kernel estimate.
  • Lookback Window - This has a default value of 8 and a minimum value of 3. It is used to control the number of bars used for the estimation. Recommended range: 3-50
  • Relative Weighting - This has a default value of 8 and a step size of 0.25. It is used to control the relative weighting of time frames. Recommended range: 0.25-25
  • Start Regression at Bar - This has a default value of 25. It is used to control the bar index on which to start regression. Recommended range: 0-25

Display Settings:
  • Show Bar Colors - This has a default value of true. It is used to control whether to show the bar colors.
  • Show Bar Prediction Values - This has a default value of true. It controls whether to show the ML model's evaluation of each bar as an integer.
  • Use ATR Offset - This has a default value of false. It controls whether to use the ATR offset instead of the bar prediction offset.
  • Bar Prediction Offset - This has a default value of 0 and a minimum value of 0. It is used to control the offset of the bar predictions as a percentage from the bar high or close.

Backtesting Settings:
  • Show Backtest Results - This has a default value of true. It is used to control whether to display the win rate of the given configuration.


█ WORKS CITED

(1) R. Giusti and G. E. A. P. A. Batista, "An Empirical Comparison of Dissimilarity Measures for Time Series Classification," 2013 Brazilian Conference on Intelligent Systems, Oct. 2013, DOI: 10.1109/bracis.2013.22.
(2) Y. Kerimbekov, H. Ş. Bilge, and H. H. Uğurlu, "The use of Lorentzian distance metric in classification problems," Pattern Recognition Letters, vol. 84, 170–176, Dec. 2016, DOI: 10.1016/j.patrec.2016.09.006.
(3) A. Bagnall, A. Bostrom, J. Large, and J. Lines, "The Great Time Series Classification Bake Off: An Experimental Evaluation of Recently Proposed Algorithms." ResearchGate, Feb. 04, 2016.
(4) H. Ş. Bilge, Yerzhan Kerimbekov, and Hasan Hüseyin Uğurlu, "A new classification method by using Lorentzian distance metric," ResearchGate, Sep. 02, 2015.
(5) Y. Kerimbekov and H. Şakir Bilge, "Lorentzian Distance Classifier for Multiple Features," Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017, DOI: 10.5220/0006197004930501.
(6) V. Surya Prasath et al., "Effects of Distance Measure Choice on KNN Classifier Performance - A Review." .

=======================

Note on "repainting":
To be clear, once a bar has closed, this indicator will NOT repaint. This is true for both the ML predictions and the Kernel estimate.

Note on bar requirement for "learning":
That's a valuable recommendation. Using a timeframe of H4 or lower when working with this indicator because of this require historical price data for learning and analysis is a practical approach. It ensures that you have an adequate number of historical bars to enable the indicator to learn and adapt effectively to price behavior (MT4 have just about1000 bar in chart with bigger timeframe). If you have any more insights or questions related to trading or indicators, feel free to share or ask.

Note for buffer

Incase create EA with signal from this indicator please use iCustom (detail in word document at here)


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Tanıtım       Quantum Breakout PRO   , Breakout Bölgeleri ile ticaret yapma şeklinizi değiştiren çığır açan MQL5 Göstergesi! 13 yılı aşkın ticaret tecrübesine sahip deneyimli tüccarlardan oluşan bir ekip tarafından geliştirilmiştir.       Kuantum Breakout PRO       yenilikçi ve dinamik koparma bölgesi stratejisiyle ticaret yolculuğunuzu yeni zirvelere taşımak için tasarlanmıştır. Kuantum Breakout Göstergesi, size 5 kar hedefi bölgesi ile kırılma bölgelerinde sinyal okları ve kırılma kutusuna
Top indicator for MT5   providing accurate signals to enter a trade without repainting! It can be applied to any financial assets:   forex, cryptocurrencies, metals, stocks, indices .  Watch  the video  (6:22) with an example of processing only one signal that paid off the indicator! MT4 version is here It will provide pretty accurate trading signals and tell you when it's best to open a trade and close it. Most traders improve their trading results during the first trading week with the help of
AT Forex Indicator MT5
Marzena Maria Szmit
5 (5)
The AT Forex Indicator MT5 is a sophisticated trading tool designed to provide traders with a comprehensive analysis of multiple currency pairs. This powerful indicator simplifies the complex nature of the forex market, making it accessible for both novice and experienced traders. AT Forex Indicator uses advanced algorithms to detect trends, patterns and is an essential tool for traders aiming to enhance their forex trading performance. With its robust features, ease of use, and reliable signal
Trade smarter, not harder: Empower your trading with Harmonacci Patterns Special Offer: Purchase now to receive free bonuses worth $165! (Read more for details) This is arguably the most complete harmonic price formation auto-recognition indicator you can find for the MetaTrader Platform. It detects 19 different patterns, takes fibonacci projections as seriously as you do, displays the Potential Reversal Zone (PRZ) and finds suitable stop-loss and take-profit levels. [ Installation Guide | Up
Quantum Trend Sniper
Bogdan Ion Puscasu
4.71 (49)
Tanıtım       Kuantum Trend Keskin Nişancı Göstergesi   , trend tersine dönmeleri belirleme ve ticaret yapma şeklinizi değiştiren çığır açan MQL5 Göstergesi! 13 yılı aşkın ticaret tecrübesine sahip deneyimli tüccarlardan oluşan bir ekip tarafından geliştirilmiştir.       Kuantum Trend Keskin Nişancı Göstergesi       trend dönüşlerini son derece yüksek doğrulukla belirlemenin yenilikçi yolu ile ticaret yolculuğunuzu yeni zirvelere taşımak için tasarlanmıştır. ***Kuantum Trend Keskin Nişancı Gö
This indicator belongs to the family of channel indicators. These channel indicator was created based on the principle that the market will always trade in a swinging like pattern. The swinging like pattern is caused by the existence of both the bulls and bears in a market. This causes a market to trade in a dynamic channel. it is designed to help the buyer to identify the levels at which the bulls are buying and the bear are selling. The bulls are buying when the Market is cheap and the bears a
TPA True Price Action indicator reveals the true price action of the market makers through 100% non-repainting signals strictly at the close of a candle! TPA shows entries and re-entries, every time the bulls are definitely stronger than the bears and vice versa. Not to confuse with red/green candles. The shift of power gets confirmed at the earliest stage and is ONE exit strategy of several. There are available now two free parts of the TPA User Guide for our customers. The first "The Basics"
Gann Kare Göstergesi, W.D. Gann tarafından yazılan "Piyasa Tahminleri için Matematiksel Formül" makalesine dayalı güçlü bir piyasa analizi aracıdır. Bu araç, piyasa analizi için matematiksel ve Gann teorilerini kullanarak hassas analizler gerçekleştirir. 144, 90, 52 karelerini ve ayrıca 9 karesini kullanır. Ayrıca, ın 9 karesi ve bu kareyle ilişkili kanallar ve yıldız modelleri için yöntemini içerir. Kullanıcı Kılavuzu ve Uygulama: Bu göstergeleri kullanmadan önce, kullanıcı kılavuzunu okumanız
Yeni Başlayanlar veya Uzman Tüccarlar için En İyi Çözüm! Bu Gösterge benzersiz, yüksek kaliteli ve uygun fiyatlı bir ticaret aracıdır çünkü bir dizi tescilli özellik ve yeni bir formül ekledik. Sadece BİR grafik ile 28 Forex çifti için Döviz Gücünü okuyabilirsiniz! Yeni bir trendin veya scalping fırsatının tam tetik noktasını belirleyebildiğiniz için ticaretinizin nasıl gelişeceğini hayal edin? Kullanım kılavuzu:   buraya tıklayın Bu ilk olan, orijinal! Değersiz bir özenti klonunu almayın
Royal Wave Pro M5
Vahidreza Heidar Gholami
3.5 (4)
Royal Wave is a Trend-Power oscillator which has been programmed to locate and signal low-risk entry and exit zones. Its core algorithm statistically analyzes the market and generates trading signals for overbought, oversold and low volatile areas. By using a well-designed alerting system, this indicator makes it easier to make proper decisions regarding where to enter and where to exit trades. Features Trend-Power Algorithm Low risk Entry Zones and Exit Zones Predictions for Overbought and Over
Şimdi 147 $ (birkaç güncellemeden sonra 499 $ 'a yükseliyor) - Sınırsız Hesaplar (PC'ler veya Mac'ler) RelicusRoad Kullanım Kılavuzu + Eğitim Videoları + Özel Discord Grubuna Erişim + VIP Durumu PİYASAYA BAKMAK İÇİN YENİ BİR YOL RelicusRoad, forex, vadeli işlemler, kripto para birimleri, hisse senetleri ve endeksler için dünyanın en güçlü ticaret göstergesidir ve yatırımcılara kârlı kalmaları için ihtiyaç duydukları tüm bilgileri ve araçları sağlar. Başlangıç ​​seviyesinden ileri seviyey
FxaccurateLS
Shiv Raj Kumawat
WHY IS OUR FXACCCURATE LS MT5 THE PROFITABLE ? PROTECT YOUR CAPITAL WITH RISK MANAGEMENT Gives entry, stop and target levels from time to time. It finds Trading opportunities by analyzing what the price is doing during established trends. POWERFUL INDICATOR FOR A RELIABLE STRATEGIES We have made these indicators with a lot of years of hard work. It is made at a very advanced level. Established trends provide dozens of trading opportunities, but most trend indicators completely ignore them!
Advanced Supply Demand MT5
Bernhard Schweigert
4.5 (14)
Herhangi bir Acemi veya Uzman Tüccar için En İyi Çözüm! Bu gösterge benzersiz, yüksek kaliteli ve uygun fiyatlı bir ticaret aracıdır çünkü bir dizi tescilli özelliği ve yeni bir formülü bir araya getirdik. Bu güncelleme ile çift zaman dilimi dilimlerini gösterebileceksiniz. Yalnızca daha yüksek bir TF gösteremeyeceksiniz, aynı zamanda TF grafiğini ve ARTIK daha yüksek TF'yi de gösterebileceksiniz: YUVARLAK BÖLGELERİ GÖSTERMEK. Tüm Arz Talebi tüccarları buna bayılacak. :) Önemli Bilgiler Açıkland
Volume by Price MT5
Brian Collard
3.25 (4)
The Volume by Price Indicator for MetaTrader 5 features Volume Profile and Market Profile TPO (Time Price Opportunity). Volume and TPO histogram bar and line charts. Volume Footprint charts. TPO letter and block marker collapsed and split structure charts. Static, dynamic and flexible range segmentation and compositing methods with relative and absolute visualizations. Session hours filtering and segment concatenation with Market Watch and custom user specifications. Graphical layering, positio
Trend Forecaster
Alexey Minkov
5 (6)
The Trend Forecaster indicator utilizes a unique proprietary algorithm to determine entry points for a breakout trading strategy. The indicator identifies price clusters, analyzes price movement near levels, and provides a signal when the price breaks through a level. The Trend Forecaster indicator is suitable for all financial assets, including currencies (Forex), metals, stocks, indices, and cryptocurrencies. You can also adjust the indicator to work on any time frames, although it is recommen
XQ Indicator MetaTrader 5
Marzena Maria Szmit
3 (2)
Step into the realm of Forex trading with confidence and precision using XQ, a cutting-edge Forex indicator designed to elevate your trading game to unprecedented heights. Whether you're a seasoned trader or just stepping into the world of currency exchange, XQ Forex Indicator empowers you with the insights and signals needed to make informed trading decisions. The signal conditions are a combination of three indicators, and XQ Forex Indicator only display  medium and long-term trends . The ind
Kârlı ticaret fırsatlarını kolaylıkla belirlemenize yardımcı olabilecek güçlü bir forex ticaret göstergesi mi arıyorsunuz? Beast Super Signal'den başka bir yere bakmayın. Bu kullanımı kolay trend tabanlı gösterge, sürekli olarak piyasa koşullarını izleyerek yeni gelişen trendleri araştırır veya mevcut trendlere atlar. Canavar Süper Sinyali, tüm dahili stratejiler birbiriyle uyumlu ve %100 örtüştüğünde bir al ya da sat sinyali vererek ek onay ihtiyacını ortadan kaldırır. Sinyal oku uyarısını aldı
GannRS Trend Scalper   GannRS is an advanced trading tool based on Gann Law and Supports and Resistances. designed to have an   active trading at any time not lagging Indications are given at the beginning of a new candle Please watch the full tutorial video. How to use GannRS Very easy to set up... Put it on your chart Adjust inputs Inputs Show Resistance and support : [bool]  true = Shows R/S on chart false = does not show Show Levels :[bool]  true = Shows levels on the chart false = doe
FX Market Correlation indicator calculates the weakness/strength from all 28 currency pairs in the market. This is unique and powerful way of watching the market. It works on all timeframes. You can use it for scalping, or you can use it for long term trading. FX Market Correlation indicator is NOT repainting. Features: --------- -easy determine which currency is strengthening and which is weakening -choose best currency pairs to trade and times to trade them -find correlation between pairs -N
[ MT4 Version ] Only the next 10 units at current price! Final price: $299 Are you tired of spending months on demo or live accounts to test your trading strategies? The Backtesting Simulator is the ultimate tool designed to elevate your backtesting experience to new heights. Utilizing Metatrader historical symbol information, it offers an unparalleled simulation of real market conditions. Take control of your testing speed, test ideas quickly or at a slower pace, and witness remarkable improve
Tout d'abord, il convient de souligner ici que cet indicateur de trading est un indicateur   non repeint , non redessiné et non retardé,     ce qui le rend idéal pour le trading manuel et robotisé.  Viking Strategy Signal Indicator  - est un indicateur de tendance qui analyse automatiquement le marché et fournit des informations sur la tendance et chacun de ses changements, ainsi que des signaux pour entrer dans des transactions sans redessiner ! . Points d'entrée exacts dans les transactio
Introducing the POWER TRADE indicator created by a small group of traders with a few years trading trading the financial market profitably . This is a plug and play indicator that provides you with  POWERFUL Entry signals with Profit Taking and rebound zones. The indicator Works with all MT5 trading instruments. The indicator uses previous  chart data as receipt to speculate on future market moves.
Bill Williams Advanced
Siarhei Vashchylka
5 (8)
Bill Williams Advanced is designed for automatic chart analysis using Bill Williams' "Profitunity" system. The indicator analyzes four timeframes at once. Manual (Be sure to read before purchasing) Advantages 1. Automatically analyzes the chart using the "Profitunity" system of Bill Williams. The found signals are placed in a table in the corner of the screen. 2. Equipped with a trend filter based on the Alligator indicator. Most of the system signals are recommended to be used only accordi
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The   ICT Unicorn Model   indicator highlights the presence of "unicorn" patterns on the user's chart which is derived from the lectures of   "The Inner Circle Trader" (ICT) . Detected patterns are followed by targets with a distance controlled by the user.   USAGE (image 2) At its core, the ICT Unicorn Model relies on two popular concepts, Fair Value Gaps and Breaker Blocks. This combination highlights a future area of support/resistance. A   Bullish Unicorn Pattern   consists ou
OVERVIEW A Lorentzian Distance Classifier (LDC) is a Machine Learning classification algorithm capable of categorizing historical data from a multi-dimensional feature space. This indicator demonstrates how Lorentzian Classification can also be used to predict the direction of future price movements when used as the distance metric for a novel implementation of an Approximate Nearest Neighbors (ANN) algorithm. This indicator provide signal as buffer, so very easy for create EA from this in
This script automatically calculates and updates ICT's daily IPDA look back time intervals and their respective discount / equilibrium / premium, so you don't have to :) IPDA stands for Interbank Price Delivery Algorithm. Said algorithm appears to be referencing the past 20, 40, and 60 days intervals as points of reference to define ranges and related PD arrays. Intraday traders can find most value in the 20 Day Look Back box, by observing imbalances and points of interest. Longer term traders c
Sessions by LUX in MT5
Minh Truong Pham
5 (1)
This indicator shows when user set sessions are active and returns various tools + metrics using the closing price within active sessions as an input. Users have the option to change up to 4 session times. The indicator will increasingly lack accuracy when the chart timeframe is higher than 1 hour. Settings Sessions Enable Session: Allows to enable or disable all associated elements with a specific user set session. Session Time: Opening and closing times of the user set session
The indicator show Higher timeframe candles for ICT technical analisys Higher time frames reduce the 'noise' inherent in lower time frames, providing a clearer, more accurate picture of the market's movements. By examining higher time frames, you can better identify trends, reversals, and key areas of support and resistance. The Higher Time Frame Candles indicator overlays higher time frame data directly onto your current chart. You can easily specify the higher time frame candles yo
Introducing the Reversal and Breakout Signals   This innovative tool is crafted to enhance your chart analysis by identifying potential reversal and breakout opportunities directly on your charts. It's designed with both novice and experienced traders in mind, providing intuitive visual cues for better decision-making. Let's dive into the key features and how it operates: ###   Key Features:   Dynamic Period Settings:   Customize the sensitivity of the indicator with use
The Inversion Fair Value Gaps (IFVG) indicator is based on the inversion FVG concept by ICT and provides support and resistance zones based on mitigated Fair Value Gaps (FVGs). Image 1   USAGE Once mitigation of an FVG occurs, we detect the zone as an "Inverted FVG". This would now be looked upon for potential support or resistance. Mitigation occurs when the price closes above or below the FVG area in the opposite direction of its bias. (Image 2) Inverted Bullish FVGs Turn into P
This indicator provides the ability to recognize the SMC pattern, essentially a condensed version of the Wyckoff model. Once the pattern is confirmed by RTO, it represents a significant investment opportunity.    There are numerous indicators related to SMC beyond the market, but this is the first indicator to leverage patterns to identify specific actions of BigBoy to  navigate the market. Upgrade 2024-03-08: Add TP by RR feature. The SMC (Smart Money Concept)   pattern   is a market analysis m
This all-in-one indicator displays real-time market structure (internal & swing BOS / CHoCH), order blocks, premium & discount zones, equal highs & lows, and much more...allowing traders to automatically mark up their charts with widely used price action methodologies. Following the release of our Fair Value Gap script, we received numerous requests from our community to release more features in the same category. //------------------------------------// Version 1.x has missing functions + PDAr
This indicator presents an alternative approach to identify Market Structure. The logic used is derived from learning material created by   DaveTeaches (on X) When quantifying Market Structure, it is common to use fractal highs and lows to identify "significant" swing pivots. When price closes through these pivots, we may identify a Market Structure Shift (MSS) for reversals or a Break of Structure (BOS) for continuations. The main difference with this "protected" logic is in how we determine
This is a Forex Scalping Trading Sytem based on the Bollinger Bands.  Pairs:Major Time frame: 1M or higher. Spread max:0,0001.  Indicators (just suggestion) Bollinger bands (20, 2); ADX (14 period); RSI   (7 period ). Y ou should only trade this system between 2am to 5am EST, 8am to 12am EST and 7.30pm to 10pm EST. Do not scalp 30 minutes before a orange or red news  report and not for a hour afterwards.   Setup: is for price to move above the lower or lower Bollinger Bands, RSI raise above the
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This indicator builds upon the previously posted Nadaraya-Watson Estimator. Here we have created an envelope indicator based on kernel smoothing with integrated alerts from crosses between the price and envelope extremities. Unlike the Nadaraya-Watson Estimator, this indicator follows a contrarian methodology. Please note that the indicator is subject to repainting. The triangle labels are designed so that the indicator remains useful in real-time applications. Settings Window Size: Dete
This is addition of  Effective SV squeeze momentum  that add bolliger band and Keltner channel to chart window.  Squeeze momentum introduced by “John Carter”, the squeeze indicator for MT5 represents a volatility-based tool. Regardless, we can also consider the squeeze indicator as a momentum indicator, as many traders use it to identify the direction and strength of price moves. In fact, the Tradingview  squeeze indicator shows when a financial instrument is willing to change from a trending ma
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The indicator   returning pivot point based trendlines with highlighted breakouts . Trendline caculated by pivot point and other clue are ATR, Stdev.   The indicator also includes integrated alerts for  trendlines  breakouts   and foward message to Telegram channel or group if you want. Settings ·            Lookback bar: Default 200 is number of bar caculate when init indicator. ·            Length:  Pivot points  period ·            Slope Calculation Method: Determines how this lope is calcula
The liquidity swings indicator highlights swing areas with existent trading activity. The number of times price revisited a swing area is highlighted by a zone delimiting the swing areas. Additionally, the accumulated volume within swing areas is highlighted by labels on the chart. An option to filter out swing areas with volume/counts not reaching a user-set threshold is also included. This indicator by its very nature is not real-time and is meant for descriptive analysis alongside other c
The Bheurekso Pattern Indicator for MT5 helps traders automatically identify candlestick pattern that formed on the chart base on some japanese candle pattern and other indicator to improve accurate. This indicator scans all candles, recognizes and then displays any candle patterns formed on the chart. The candle displayed can be Bullish or Bearish Engulfing, Bullish or Bearish Harami, and so on. There are some free version now but almost that is repaint and lack off alert function. With this ve
This all-in-one indicator displays real-time market structure (internal & swing BOS / CHoCH), order blocks, premium & discount zones, equal highs & lows, and much more...allowing traders to automatically mark up their charts with widely used price action methodologies. Following the release of our Fair Value Gap script, we received numerous requests from our community to release more features in the same category. "Smart Money Concepts" (SMC) is a fairly new yet widely used term amongst price a
ICT Concepts
Minh Truong Pham
5 (2)
The ICT Concepts indicator regroups core concepts highlighted by trader and educator "The Inner Circle Trader" (ICT) into an all-in-one toolkit. Features include Market Structure (MSS & BOS), Order Blocks, Imbalances, Buyside/Sellside Liquidity, Displacements, ICT Killzones, and New Week/Day Opening Gaps. It’s one kind of Smart money concepts. USAGE: Please read this document  !    DETAILS Market Structure Market structure labels are constructed from price breaking a prior extreme point. T
The ICT Concepts indicator regroups core concepts highlighted by trader and educator "The Inner Circle Trader" (ICT) into an all-in-one toolkit. Features include Market Structure (MSS & BOS), Order Blocks, Imbalances, Buyside/Sellside Liquidity, Displacements, ICT Killzones, and New Week/Day Opening Gaps. It’s one kind of Smart money concepts.   USAGE:   Please read this   document  !      DETAILS Market Structure Market structure labels are constructed from price breaking a prior extreme
The ICT Silver Bullet indicator is inspired from the lectures of "The Inner Circle Trader" (ICT) and highlights the Silver Bullet (SB) window which is a specific 1-hour interval where a Fair Value Gap (FVG) pattern can be formed. A detail document about ICT Silver Bullet   here . There are 3 different Silver Bullet windows (New York local time): The London Open Silver Bullet (3 AM — 4 AM ~ 03:00 — 04:00) The AM Session Silver Bullet (10 AM — 11 AM ~ 10:00 — 11:00) The PM Session Silver Bulle
A problem when indicator call webrequest is "The WebRequest() function is synchronous, which means its breaks the program execution and waits for the response from the requested server. Since the delays in receiving a response can be large, the function is not available for calls from indicators, because indicators run in a common thread shared by all indicators and charts on one symbol. Indicator performance delay on one of the charts of a symbol may stop updating of all charts of the same symb
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The Buyside & Sellside Liquidity indicator aims to detect & highlight the first and arguably most important concept within the ICT trading methodology,   Liquidity   levels. SETTINGS Liquidity Levels Detection Length: Lookback period Margin: Sets margin/sensitivity for a liquidity level detection Liquidity Zones Buyside Liquidity Zones: Enables display of the buyside liquidity zones. Margin: Sets margin/sensitivity for the liquidity zone boundaries. Color: Color option
All about Smart Money Concepts Strategy: Market struture: internal or swing BOS, CHoCH; Orderblock; Liquity equal; Fair Value Gap with Consequent encroachment, Balanced price range; Level with Previous month, week, day level or in day level (PMH, PWH, PDH, HOD); BuySell Stops Liquidity (BSL, SSL); Liquidity Void Long Wicks; Premium and Discount; Candle pattern ... "Smart Money Concepts" ( SMC ) is a fairly new yet widely used term amongst price action traders looking to more accurately navigate
The Breaker Blocks with Signals indicator aims to highlight a complete methodology based on breaker blocks. Breakout signals between the price and breaker blocks are highlighted and premium/discount swing levels are included to provide potential take profit/stop loss levels. This script also includes alerts for each signal highlighted.   SETTINGS   Breaker Blocks Length: Sensitivity of the detected swings used to construct breaker blocks. Higher values will return longer te
The FollowLine indicator is a trend following indicator. The blue/red lines are activated when the price closes above the upper Bollinger band or below the lower one. Once the trigger of the trend direction is made, the FollowLine will be placed at High or Low (depending of the trend). An ATR filter can be selected to place the line at a more distance level than the normal mode settled at candles Highs/Lows. Some features: + Trend detech + Reversal signal + Alert teminar / mobile app
The ICT Silver Bullet indicator is inspired from the lectures of "The Inner Circle Trader" (ICT) and highlights the Silver Bullet (SB) window which is a specific 1-hour interval where a Fair Value Gap (FVG) pattern can be formed. A detail document about ICT Silver Bullet here . There are 3 different Silver Bullet windows (New York local time): The London Open Silver Bullet (3 AM — 4 AM ~ 03:00 — 04:00) The AM Session Silver Bullet (10 AM — 11 AM ~ 10:00 — 11:00) The PM Session Silver Bullet
This indicator shows when user set sessions are active and returns various tools + metrics using the closing price within active sessions as an input. Users have the option to change up to 4 session times. The indicator will increasingly lack accuracy when the chart timeframe is higher than 1 hour. Settings Sessions Enable Session: Allows to enable or disable all associated elements with a specific user set session. Session Time: Opening and closing times of the user set session
The SuperTrend AI indicator is a novel take on bridging the gap between the K-means clustering machine learning method & technical indicators. In this case, we apply K-Means clustering to the famous SuperTrend indicator.   USAGE Users can interpret the SuperTrend AI trailing stop similarly to the regular SuperTrend indicator. Using higher minimum/maximum factors will return longer-term signals. (image 1) The displayed performance metrics displayed on each signal allow for a deeper interpretat
An Implied Fair Value Gap (IFVG) is a three candles imbalance formation conceptualized by ICT that is based on detecting a larger candle body & then measuring the average between the two adjacent candle shadows. This indicator automatically detects this imbalance formation on your charts and can be extended by a user set number of bars. The IFVG average can also be extended until a new respective IFVG is detected, serving as a support/resistance line. Alerts for the detection of bull
Consolidation is when price is moving inside a clear trading range. When prices are consolidated it shows the market maker placing orders on both sides of the market. This is mainly due to manipulate the un informed money. This indicator automatically identifies consolidation zones and plots them on the chart. The method of determining consolidation zones is based on pivot points and ATR, ensuring precise identification. The indicator also sends alert notifications to users when a new consolida
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