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SPY FRACTAL S-R LEVELS (FIXED ANN MACD)

Oct 17, 2019

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Support and ResistanceVolume BasedSignalsOscillatorsMachine LearningPatterns

The SPY FRACTAL S-R LEVELS (FIXED ANN MACD) tool identifies dynamic support and resistance levels using a combination of fractal logic and neural network-based momentum analysis. By processing market inputs through a deep learning activation model, it aims to pinpoint high-probability reversal zones and trend exhaustion points.

Usage

The indicator can be used to identify key price floors and ceilings for the SPY or other liquid assets. Traders can use the plotted lines as potential targets for take-profits or as areas to look for price action reversals.

The script also includes an optional visual mode to enhance chart readability:

  • Support/Resistance Levels: Green and red horizontal segments indicate fractal-based levels where price momentum has historically shifted.
  • Bar Coloring: Users can enable "Barcolor" in the settings to color the price bars based on the underlying neural network MACD conditions. Green bars indicate positive conditions, while red bars indicate negative conditions.

Details

This script utilizes a "Fixed Artificial Neural Network (ANN)" approach. It takes five specific inputs: tangent differences of volume, basis, upper Bollinger Band, lower Bollinger Band, and Squeeze Momentum values. These inputs are processed through a hidden layer with Tanh activation functions to produce a "Seed" value.

This Seed value represents a synthesized momentum signal which is then processed by a standard MACD calculation. The final Support and Resistance levels are triggered when a fractal price pattern (5-bar sequence) aligns with specific momentum conditions from this neural MACD output.

Settings

  • Barcolor I / 0 ?: Toggles the neural network-based bar coloring on or off.

FAQ

How do I use the support and resistance levels?

The levels appear after a fractal pattern is confirmed. They represent historical points of interest where the neural network momentum signaled a shift, serving as potential future support or resistance.

What is the "Fixed ANN" part of the name?

It refers to the pre-weighted artificial neural network layers within the code that process volatility and volume data to filter the fractal signals.

How can I access SPY FRACTAL S-R LEVELS (FIXED ANN MACD)?

You can get access on the LuxAlgo Library for charting platforms like TradingView, MetaTrader (MT4/MT5), and NinjaTrader for free.

Free indicator

Get free access to this indicator on the platforms below.

TradingView
NinjaTrader
MetaTrader 4/5

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