AI ML Lorentzian

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The Lorentzian Distance Classifier is a machine-learning-based trading indicator that uses Lorentz distance as its core metric within the Approximate Nearest Neighbors (ANN) framework. Instead of relying on traditional Euclidean distance, it treats financial price action as if it occurs in a “distorted” price–time space (similar to how massive objects bend spacetime in relativity). This approach makes the classifier significantly more robust to market noise, outliers, and event-driven distortions (FOMC, geopolitical shocks, etc.), allowing it to recognize historically similar price movements that Euclidean-based methods often fail to capture over time.

The indicator provides clear, **non-repainting** signals on closed bars and offers ready-to-use buffers.

    Features

    you can mix RSI, WaveTrend, CCI20, ADX
    Five slots are available — the default combination (RSI + WT + CCI + ADX + RSI) is already optimized for most markets.

    Filters (strongly recommended to keep enabled): 

    • Volatility Filter: enabled by default
    • Regime Filter: enabled by default (helps avoid choppy sideways markets)
    • ADX Filter: optional
    • Regime Threshold: default –0.1 (negative = slightly favors avoiding ranging markets)
    Kernel Regression (smooth trend estimation): 
    • Trade with Kernel: enabled by default
    • Lookback Window: 3–50 (default 8)
    • Relative Weighting: higher = more adaptive, lower = smoother
    • Start Regression at Bar: default 25 (avoids edge effects at the beginning of the chart)
    Display Options: 
    Bar colors, prediction labels, ATR offset, etc. — fully customizable

      Important Notes: 
      Does **not repaint** after bar close (both signals and kernel line)
      Higher timeframes often lack sufficient historical bars (daily/weekly ~1000–1500 bars), so it performs best on ≤ 4H timeframes.
      All calculations are performed only on **closed bars** : simplifies backtesting. Checking index buffer 1 is sufficient.

      iCustom buffer index numbers

      When creating an Expert Advisor, use iCustom() with the following buffer index numbers (do not forget to shift by 1 since calculations are done only on closed bars):

      Buffer 0 : Kernel regression line value
      Buffer 2 : Trend direction: +1 = up, -1 = down
      Buffer 4 : Signal:
      +1 : Buy (Long entry)
      +2 : Close Buy
      -1 : Sell (Short entry)
      -2 : Close Sell
      Buffer 5 : Raw ML prediction value (integer)

      Example:
      double kernel = iCustom(NULL, 0, "Lorentzian Distance Classifier", ..., 0, 1);
      double direction = iCustom(..., 2, 1);
      double signal = iCustom(..., 4, 1);
      double prediction = iCustom(..., 5, 1);

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      [ My Channel ] HFT Spike EA Recommended accounts: High leverage Standard, ECN, Raw; Cent; Propfirm (FTMO FundedNext etc.) Strategies: Quantum Physics Principles, HFT Spike (High-Frequency Trading), level trading, neural trading, No Martingale, No Grid, single-position trend trading. A fully automated, risk-managed EA designed on XAUUSD tick data. You don't need to select a Time-Frame. Default values match the tested configuration. Designed for Gold. It detects sudden volatility bursts ("sp
      Diagonal Resistance EA
      OMG FZE LLC
      4.76 (21)
      [ LIVE SIGNALS ]  ,  [ My Channel ]  ,  [ ABOUT ME ]  ,  [ My Products ] Recommended accounts: High leverage and Standard, ECN, Raw, Cent, Propfirm (FTMO etc.) A new EA developed by Huseyin Furkan Ozturk — easy to use, plug & play. Make sure your balance and leverage are sufficient. Running a backtest before use is recommended. Diagonal Resistance EA I tried to explain the working logic in the slider images. The core logic of the EA can be summarized in three steps: Catch the sharp move, ente
      FREE
      HedgingMartingale
      OMG FZE LLC
      4.72 (137)
      HedgingMartingale EA [ My Channel ]  , [ My Products ]  , [ Blog ]     ,  [ Public Chat ] Recommended accounts: High leverage Standard, ECN, Raw; Cent; Propfirm This EA is a trading algorithm that combines hedging and intelligent risk management with the Martingale strategy. It is designed to provide stable performance in strong market conditions where you cannot predict trend direction. When using an appropriate set file, it can work on any instrument. Optimization results have provided succes
      FREE
      SwapSlap
      OMG FZE LLC
      5 (7)
      [ LIVE SIGNALS ]  ,  [ My Channel ]  , [ BLOG ]  ,  [ Public Chat ] SWAPSLAP EA Recommended accounts: Any, Standard, ECN, Raw; Cent; Propfirm (FTMO etc.) A new EA developed by Huseyin Furkan Öztürk, very easy to use with a plug-and-play structure, creative yet very powerful. The working principle of SwapSlap EA is briefly based on generating profit using the carry trade method.  This method is a trading opportunity that arises because investors tend to switch sides during swap time due to inte
      GridTeam EA
      OMG FZE LLC
      5 (19)
      GridTeam EA - Create your own grid robot [ Set File ]   ,  [ My Channel ]  , [ LIVE SIGNAL ]  ,  [ Public Chat ] All indicators in a single EA — choose what you want, optimize and run on multiple pairs simultaneously. Take full control. Set up your risk management yourself. As default values, RSI indicator is used and was adjusted according to optimization results. It is not the best value. I believe you can find a better one. One of the features that makes this EA beautiful is that when equity
      FREE
      [ My Channel ]   ,   [ My Products ]  ,  [ ABOUT ME ]   OMG Market Heat — Multi-Symbol Volatility & Breakout Scanner OMG Market Heat is a dashboard indicator that scans up to 50 symbols at once and shows how "hot" each market is right now on the M15, H1, H4 or D1 timeframe. At a glance you see which symbols are moving strongly, which ones are waking up after a quiet period and which ones are asleep — so you spend your time only on markets that are worth trading. It works with Forex, Gold, indic
      [ LIVE SIGNALS ]  ,  [ My Channel ]  ,  [ ABOUT ME ]  ,  [ My Products ] Recommended accounts: High leverage and Standard, ECN, Raw, Cent, Propfirm A new EA developed by Huseyin Furkan Ozturk — easy to use, plug & play. Make sure your balance and leverage are sufficient. Running a backtest before use is recommended.  Warning: This is an aggressive EA. Diagonal Resistance EA I tried to explain the working logic in the slider images. The core logic of the EA can be summarized in three steps: Ca
      FREE
      [ My Channel ]   ,   [ My Products ]  ,  [ ABOUT ME ]   DiagonalResistanceIndi — Counter-Trend Signal Indicator DiagonalResistanceIndi was developed specifically for the VolumeHedger EA . It is used on Gold with the M1 timeframe. It is also suitable for manual trading without the EA. It is a signal indicator that detects unusually large percentage price moves within a short time window and marks potential reversal points against that move on the chart. How does it work? The indicator continuou
      FREE
      HedgingMartingale MT4
      OMG FZE LLC
      4.57 (21)
      HedgingMartingale EA [ Set Files ]   ,   [ My Channel ]  ,   [ My Products ]  ,   [ Blog ] Recommended accounts: High leverage Standard, ECN, Raw; Cent; Propfirm This EA is a trading algorithm that combines hedging and intelligent risk management with the Martingale strategy. It is designed to provide stable performance in strong market conditions where you cannot predict trend direction. When using an appropriate set file, it can work on any instrument. Optimization results have provided succe
      FREE
      [ My Channel ]   ,   [ My Products ]  ,  [ ABOUT ME ]   My Trading Skills — Train Yourself We built My Trading Skills so you can test and improve your manual trading skills on historical market data. It replays the history of your chart's symbol candle by candle from a start date you choose, and everything after the replay position stays hidden. Just like on a live chart, you never know what the next candle will bring. You open virtual Buy and Sell trades with take profit and stop loss, and the
      FREE
      [ My Channel ] , [ My Products ] This indicator shows the points where the bar’s trend changes due to an instant pressure while the overall trend is moving upward or downward. The arrow displayed by the indicator is drawn if the previous bar meets certain criteria. When building your strategy, you can interpret 3-4 consecutive arrows as a potential breakout signal. For example, when you see the 4th arrow, you may consider opening a trade. This provides a reliable tool to anticipate significant
      FREE
      [ My Channel ]   ,   [ My Products ]  ,  [ ABOUT ME ]   DiagonalResistanceIndi — Counter-Trend Signal Indicator DiagonalResistanceIndi was developed specifically for the VolumeHedger EA . It is used on Gold with the M1 timeframe. It is also suitable for manual trading without the EA. It is a signal indicator that detects unusually large percentage price moves within a short time window and marks potential reversal points against that move on the chart. How does it work? The indicator continuou
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      OMG Trading
      OMG FZE LLC
      5 (3)
      [ My Products ] , [ My Channel ] OMG Trading Panel Now you can control your trading panel directly from your phone. Install OMG Trading Tool on your MQL VPS and trade comfortably from the mobile MetaTrader 5 app while the panel runs 24/7. I've also added two useful strategies: Smart Margin Protection and Grid Strategy. You can also set an alert that triggers when the price drops. Key Features Remote Control via Mobile MT5 Control your trading tool from anywhere using your smartphone! Simply
      FREE
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      fery379
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      fery379 2025.11.25 22:16 

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      Guenther Erwin Huber
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      OMG FZE LLC
      103161
      Reply from developer Huseyin Furkan Ozturk 2025.11.23 21:00
      xD xD xD
      Reply to review