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ML Lorentzian Classification for MT5

110 USD

Download demo: 109

Publicado: 1 novembro 2024

Versão atual: 1.3

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ML Lorentzian Classification for MT5

Indicadores
Minh Truong Pham
Versão: 1.3
Atualizado: 25 janeiro 2025
Ativações: 8

█ 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. The index when use iCustom as following:

+ index 0 is line value

+ index 2 is line direction: 1 is going up; -1 is going down

+ index 4 is signal: 1 is buy; 2 is close buy; -1 is sell; -2 is close sell

+ index 5 is prediction

Remember that indicator only calculated closed bar. So you need shift 1 in copyBuffer.

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Apresentando Quantum TrendPulse , a ferramenta de negociação definitiva que combina o poder do SuperTrend , RSI e Stochastic em um indicador abrangente para maximizar seu potencial de negociação. Projetado para traders que buscam precisão e eficiência, este indicador ajuda você a identificar tendências de mercado, mudanças de momentum e pontos de entrada e saída ideais com confiança. Principais características: Integração SuperTrend: siga facilmente a tendência predominante do

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Desbloqueie o poder da negociação de tendências com o indicador Trend Screener: sua solução definitiva de negociação de tendências, alimentada por lógica difusa e sistema de múltiplas moedas! Eleve sua negociação de tendências com o Trend Screener, o revolucionário indicador de tendências alimentado por lógica difusa. É um poderoso indicador de acompanhamento de tendências que combina mais de 13 ferramentas e recursos premium e 3 estratégias de negociação, tornando-o uma escolha versátil para to

150 USD

Ferramenta dos market makers. O Meravith irá: Analisar todos os timeframes e exibir a tendência atual em vigor. Destacar zonas de liquidez (equilíbrio de volume) onde o volume comprador e vendedor é igual. Mostrar todos os níveis de liquidez de diferentes timeframes diretamente no seu gráfico. Gerar e apresentar análise de mercado em formato de texto para sua referência. Calcular alvos, níveis de suporte e pontos de stop-loss com base na tendência atual. Calcular a relação risco/retorno das suas

400 USD

Chronos Fractal Engine is an innovative price projection indicator for MetaTrader 5, designed to transform your technical analysis by intelligently identifying and projecting historical price patterns. Built upon an advanced correlation algorithm and the fractal principles of the market, this powerful tool visualizes potential future price movements, giving you a unique edge in your trading decisions. What is Chronos Fractal Engine? At its core, the Chronos Fractal Engine employs a sophisticat

490 USD

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. Analyzes the chart using Bill Williams' "Profitunity" system. Signals are displayed in a table in the corner of the screen and on the price chart. 2. Finds all known AO and AC signals, as well as zone signals. Equipped with a trend filter based on the Alligator. 3. Finds "Divergence Bar

150 USD

Apresento a você um excelente indicador técnico: Grabber, que funciona como uma estratégia de trading “tudo incluído”, pronta para usar. Em um único código estão integradas ferramentas poderosas de análise técnica de mercado, sinais de entrada (setas), funções de alertas e notificações push. Cada comprador deste indicador também recebe gratuitamente: Utilitário Grabber: ferramenta para gerenciamento automático de ordens abertas Vídeo tutorial passo a passo: como instalar, configurar e operar com

149 USD

Apresentando Quantum Breakout PRO , o inovador Indicador MQL5 que está transformando a maneira como você negocia Breakout Zones! Desenvolvido por uma equipe de traders experientes com experiência comercial de mais de 13 anos, Quantum Breakout PRO foi projetado para impulsionar sua jornada comercial a novos patamares com sua estratégia de zona de fuga inovadora e dinâmica. O Quantum Breakout Indicator lhe dará setas de sinal em zonas de breakout com 5 zonas-alvo de lucro e su

149.99 USD

Atualmente com 33% de desconto! A melhor solução para qualquer Trader Novato ou especialista! Este indicador é uma ferramenta de negociação exclusiva, de alta qualidade e acessível porque incorporamos uma série de recursos proprietários e uma nova fórmula. Com esta atualização, você poderá mostrar fusos horários duplos. Você não só será capaz de mostrar um TF mais alto, mas também mostrar ambos, o TF do gráfico, MAIS o TF mais alto: MOSTRANDO ZONAS ANINHADAS. Todos os traders de Oferta e Demanda

128 USD

O indicador mostra com precisão os pontos de reversão e as zonas de retorno de preço onde o Principais players . Você identifica onde novas tendências estão se formando e toma decisões com máxima precisão, mantendo o controle sobre cada negociação. VERSION MT4 - Revela seu potencial máximo quando combinado com o indicador TREND LINES PRO. O que o indicador mostra: Estruturas de reversão e níveis de reversão com ativação no início de uma nova tendência. Exibição dos níveis de TAKE P

136 USD

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

139 USD

ARIPoint is a powerful trading companion designed to generate high-probability entry signals with dynamic TP/SL/DP levels based on volatility. Built-in performance tracking shows win/loss stats, PP1/PP2 hits, and success rates all updated live. Key Features: Buy/Sell signals with adaptive volatility bands Real-time TP/SL/DP levels based on ATR Built-in MA Filter with optional ATR/StdDev volatility Performance stats panel (Success, Profit/Loss, PP1/PP2) Alerts via popup, sound, push, or email Cu

2 500 USD

Get the user guide here https://g-labs.software/guides/BTMM_State_Engine_Welcome_Pack.html BTMM State Engine Pro — the all-in-one Banks & Institutions Market Maker indicator for Meta Trader 5. Built for BTMM traders who follow the Asian session breakout methodology with Kill Zone timing , level stacking, peak formation detection , and multi-pair scanning — all from a single chart. Combines a full BTMM State Engine with a built-in multi-pair Scanner dashboard, eliminating the need

149 USD

A Master Edition é uma ferramenta analítica de nível profissional projetada para visualizar a estrutura do mercado através da lente do volume e do fluxo de dinheiro. Ao contrário dos indicadores de volume padrão, esta ferramenta exibe um Perfil de Volume Diário diretamente no seu gráfico, permitindo ver exatamente onde a descoberta de preços ocorreu e onde o "dinheiro inteligente" está posicionado. Esta Master Edition é projetada para clareza e velocidade, apresentando um sistema único de Auto-T

124 USD

O Trend Trading é um indicador projetado para lucrar o máximo possível com as tendências que ocorrem no mercado, cronometrando retrocessos e rupturas. Ele encontra oportunidades de negociação analisando o que o preço está fazendo durante as tendências estabelecidas. [ Guia de instalação | Guia de atualização | Solução de problemas | FAQ | Todos os produtos ] Negocie mercados financeiros com confiança e eficiência Lucre com as tendências estabelecidas sem ser chicoteado Reconhecer retrocessos

125 USD

Current event: https://c.mql5.com/1/326/A2SR2025_NoMusic.gif A2SR para MT5 Indicador: Oferta e Procura (S/R) Atual Automatizada. + Instrumentos de Negociação. Product description in English here. -- Guidance : -- at https://www.mql5.com/en/blogs/post/734748/page4#comment_16532516 -- and https://www.mql5.com/en/users/yohana/blog Poderoso, Genuíno e que Poupa Tempo para Decisões de Negociação Mais Inteligentes + Objetos Compatíveis com EA. Principais Vantagens Níveis de SR Antecipado

138 USD

Gartley Hunter Multi - An indicator for searching for harmonic patterns simultaneously on dozens of trading instruments and on all possible timeframes. Manual (Be sure to read before purchasing) | Version for MT4 Advantages 1. Patterns: Gartley, Butterfly, Shark, Crab. Bat, Alternate Bat, Deep Crab, Cypher 2. Simultaneous search for patterns on dozens of trading instruments and on all possible timeframes 3. Search for patterns of all possible sizes. From the smallest to the largest 4. All fou

120 USD

Este é um indicador para MT5 que fornece sinais precisos para entrar em uma negociação sem redesenhar. Ele pode ser aplicado a qualquer ativo financeiro: forex, criptomoedas, metais, ações, índices. Ele fornecerá estimativas bastante precisas e informará quando é melhor abrir e fechar um negócio. Assista o vídeo (6:22) com um exemplo de processamento de apenas um sinal que compensou o indicador! A maioria dos traders melhora seus resultados de negociação durante a primeira semana de negociação c

149 USD

LINHAS DE TENDÊNCIA PRO - Ajuda a entender onde o mercado está realmente mudando de direção. O indicador mostra inversões de tendência reais e pontos onde os principais participantes retornam ao mercado. Você vê Linhas BOS Análise de tendências e níveis-chave em prazos maiores — sem configurações complexas ou ruídos desnecessários. Os sinais não são repintados e permanecem no gráfico após o fechamento da barra. VERSÃO MT4 - Revela seu potencial máximo quando combinado com o indic

125 USD

Antes de tudo, vale ressaltar que esta Ferramenta de Negociação é um Indicador Não Repintante, Não Redesenhante e Não Atrasado, o que a torna ideal para negociação profissional. Curso online, manual do utilizador e demonstração. O Indicador de Conceitos de Ação de Preço Inteligente é uma ferramenta muito poderosa tanto para traders novos quanto experientes. Ele combina mais de 20 indicadores úteis em um único, combinando ideias avançadas de negociação como Análise do Trader do Círculo Interno

200 USD

Order Block Pro (MQL5) – Versão 1.0 Autor: KOUAME N'DA LEMISSA Plataforma: MetaTrader 5 Descrição: Order Block Pro é um indicador avançado projetado para detectar automaticamente Blocos de Ordem de alta e baixa no seu gráfico. Ao analisar velas de consolidação seguidas de velas de impulso fortes, o indicador identifica áreas-chave onde o preço provavelmente se acelerará. Ideal para traders que desejam: Identificar pontos de entrada e saída precisos. Detectar zonas dinâmicas de suporte e resistê

150 USD

Swing Trading é o primeiro indicador projetado para detectar oscilações na direção da tendência e possíveis oscilações de reversão. Ele usa a abordagem de negociação de linha de base, amplamente descrita na literatura de negociação. O indicador estuda vários vetores de preço e tempo para rastrear a direção da tendência agregada e detecta situações nas quais o mercado está sobrevendido ou sobrecomprado em excesso e pronto para corrigir. [ Guia de instalação | Guia de atualização | Solução de prob

125 USD

Apresentamos-lhe um indicador revolucionário que muda as regras do jogo no mundo da negociação de tendências. O indicador foi projetado para repensar o desempenho e elevar sua experiência de negociação a uma altura sem precedentes. Nosso indicador possui uma combinação única de recursos avançados que o diferenciam da concorrência. A tecnologia de ponta "Real Pricing Factors" oferece estabilidade incomparável, mesmo nas condições de mercado mais desafiadoras e voláteis. Diga adeus a padrões instá

200 USD

Orderflow Scalp Pro v2.4 delivers institutional-grade trading intelligence through advanced volume analysis, dynamic VWAP calculations, real-time aggressive score monitoring, and precision arrow signals. This complete trading system transforms complex market data into clear, actionable signals for consistent profitability on 3-4 minute timeframes. Full Documentation: [Download PDF] Four Powerful Components in One System Volume Profile HeatMap with POC/VAH/VAL Transform your charts into inst

189 USD

O indicador " Dynamic Scalper System MT5 " foi desenvolvido para o método de scalping, operando dentro de ondas de tendência. Testado nos principais pares de moedas e ouro, é possível a compatibilidade com outros instrumentos de negociação. Fornece sinais para a abertura de posições de curto prazo ao longo da tendência, com suporte adicional para o movimento dos preços. O princípio do indicador: As setas grandes determinam a direção da tendência. Um algoritmo para gerar sinais de scalping sob

399 USD

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 in the

49 USD

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

79 USD

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

55 USD

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 calculated. We supp

50 USD

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

99 USD

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

49 USD

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

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

The concept of Harmonic Patterns was established by H.M. Gartley in 1932. Gartley wrote about a 5-point (XABCD) pattern (known as Gartley) in his book Profits in the Stock Market. This indicator scan and alert when 4th point (C) is complete and predict where D should be. In traditional, Gartley pattern include BAT pattern, Gartley pattern, butterfly pattern, crab pattern, deep crab pattern, shark pattern. Each pattern has its own set of fibonacci. In this indicator, we add more extended patter

149 USD

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 you'd li

30 USD

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 Potenti

39 USD

Introduction One of the patterns in "RTM" is the "QM" pattern, also known as "Quasimodo". Its name is derived from the appearance of "Hunchback of Notre-Dame" from Victor Hugo's novel. It is a type of "Head and Shoulders" pattern. Formation Method Upward Trend In an upward trend, the left shoulder is formed, and the price creates a new peak higher than the left shoulder peak . After a decline, it manages to break the previous low and move upward again. We expect the price to

49 USD

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

50 USD

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

50 USD

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 term break

69 USD

55 USD

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

39 USD

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 (2

55 USD

49 USD

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 com

46 USD

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 indi

99 USD

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

39 USD

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 bullish/be

30 USD

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

39 USD

This indicator presents an alternative approach to identify Market Structure. The logic used is derived from learning material created by DaveTeaches (on X) Upgrade v1.10: add option to put protected high/low value to buffer (figure 11, 12) 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 co

45 USD

Created by imjesstwoone and mickey1984, this trade model attempts to capture the expansion from the 10:00-14:00 EST 4h candle using just 3 simple steps. All of the information presented in this description has been outlined by its creators, all I did was translate it to MQL4. All core settings of the trade model may be edited so that users can test several variations, however this description will cover its default, intended behavior using NQ 5m as an example. Step 1 is to identify our Price Ra

59 USD

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 for buysid

50 USD

The Liquidation Estimates (Real-Time) experimental indicator attempts to highlight real-time long and short liquidations on all timeframes. Here with liquidations, we refer to the process of forcibly closing a trader's position in the market. By analyzing liquidation data, traders can gauge market sentiment, identify potential support and resistance levels, identify potential trend reversals, and make informed decisions about entry and exit points. USAGE (Img 1) Liquidation refers

39 USD

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 out of:

69 USD

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