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# WAVELET: Denoising Wavelet Filter
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| Property | Value |
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| ---------------- | -------------------------------- |
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| **Category** | Filter |
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| **Inputs** | Source (close) |
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| **Parameters** | `levels` (default 4), `threshMult` (default 1.0) |
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| **Outputs** | Single series (Wavelet) |
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| **Output range** | Tracks input |
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| **Warmup** | 1 bar |
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### TL;DR
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- The Wavelet Denoising Filter applies an *à trous* (with holes) Haar wavelet decomposition with soft thresholding to remove high-frequency noise fro...
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- Parameterized by `levels` (default 4), `threshmult` (default 1.0).
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- Output range: Tracks input.
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- Requires 1 bar of warmup before first valid output (IsHot = true).
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- Validated against TA-Lib, Skender, and Tulip reference implementations where available.
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> "The wavelet transform is to the Fourier transform what a microscope is to a telescope: same math, different scale."
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## Introduction
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