NNMQL5 Predictor

NNMQL5 Predictor – when the chart itself learns to look ahead

NNMQL5 Predictor is not a conventional indicator. It is a bridge between mathematics and intuition: a lightweight neural network that learns directly from your chart’s history and then draws a living path into the future. For traders, this means not just reacting to price, but seeing a trajectory unfold ahead of time — transparent, adaptive, and shaped by the very market you are trading.

The engine behind it is the NNMQL5 library — a compact C++ DLL designed to bring dense multilayer perceptrons (MLP) into MetaTrader 5 without external dependencies. Predictor builds on this engine and offers a trader-friendly interface: you drop the indicator on your chart, it normalizes past prices, trains a small network online, and then draws two things: historical predictions for context, and a continuous path of expected prices projected into the right side of the chart.

How it works in practice

• Learning from your market: the model takes the last Lookback bars (by default 32 closes), learns how they relate to the next bar, and repeats this across the last TrainBars of history.
• Safe online training: training runs directly in MT5 using mini-batches, shuffling, and guarded learning rates. The system reduces LR if error spikes, and slowly restores it once stability returns. You see progress in real time.
• Dual view: historical lines “Pred +1…+5” show how the model would have predicted the recent past, while the future path (trend segments extending forward) shows its current outlook. Together, they give both hindsight and foresight.
• Autoregressive projection: instead of guessing only the next bar, the Predictor recursively feeds its own forecast back into the network, extending the path bar by bar for as long as you configure (FuturePts).
• Clarity over illusion: values are normalized and de-normalized transparently; extreme outliers are clamped visually so one bad prediction never wipes your chart.

For the everyday trader

You don’t need to be a data scientist to use NNMQL5 Predictor. Parameters are exposed in plain terms: how many bars to look back, how far into the future to draw, how many hidden neurons to use. Sensible defaults (e.g. HiddenAct = TANH, LR = 0.001, BatchSize = 32) mean you can drop it on your chart and immediately see the future trajectory. Yet if you wish, you can experiment with depth, activations, or batch size to tailor learning to your market and timeframe.

The Predictor does not claim certainty. Instead, it offers clarity — a structured hypothesis of where price may flow, grounded in the rhythms it has just learned. It is not here to replace your judgment, but to amplify it. For discretionary traders, it provides a second perspective; for systematic minds, it becomes a visual testbed for strategies built on recurring dynamics.

Why it matters

Markets are more than numbers: they are traces of collective behavior. NNMQL5 Predictor translates those traces into a path forward, so you can reason not only with the past and present, but with a projection of tomorrow. It brings the trader back to the center — not obeying signals blindly, but thinking with the market, seeing context, and making decisions with both analysis and intuition aligned.

NNMQL5 Predictor is available on Remind.cz together with documentation and demo versions. Try it, watch the future path unfold, and decide not only where the market is going, but how you will move with it.

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