Integrated Volatility Intelligence System (IVIS) AutoK

VolMind™ AutoK — Integrated Volatility Intelligence System (IVIS)
IVIS AutoK
Author: © lfu

Public Description (for publication)

VolMind™ AutoK represents an institutional-grade open-source framework for adaptive volatility intelligence and probabilistic trade management.
This system fuses Kalman-inspired KAMA smoothing, CVD dynamics, Auto K-Means clustering, entropy-based regime analysis, and a Kolmogorov–Smirnov market normality test into a single modular platform.

Key Capabilities:

Adaptive ATR Stop Bands dynamically scale with volatility, entropy, and cluster variance.

Auto KMeans Intelligence automatically selects the optimal cluster count for price structure recognition (3–10 clusters).

Entropy Module quantifies structural uncertainty and information decay within price movement.

KS-Test Integration identifies non-normal distributions, signaling regime divergence and volatility inflection.

CVD Dynamics reveal real-time directional bias via cumulative volume delta.

MSI Composite Signal fuses multi-source indicators (ATR, CVD, entropy, clusters) to model market stress and adaptive risk.

Designed for forward-looking quant traders, IVIS serves as a volatility intelligence backbone for portfolio automation, volatility forecasting, and adaptive stop-loss scaling.
Fully open-source for research and applied strategy development. Not a financial advice. DYOR.

Notes de version

Upd v1.2

Notes de version

UPD. CAUTION! EXPERIMENTAL USE ONLY.

For neater view, uncheck non required boxes in settings.

Notes de version

Upd. Added tooltips.

Notes de version

AIVIS/iATR+HTK

Added independent ATR module

Notes de version

Preliminary testing indicates improved responsiveness to rapid regime changes and enhanced alignment between volatility-adjusted stop-loss bands and trend signals, positioning the system as a fully hybrid, self-adaptive module suitable for multi-instrument algorithmic trading environments.

Notes de version

UPD. V4

Added cKS squared.

Added triple KAMA flat detector

Notes de version

UPD

Style customization added.

Notes de version

UPD.V4. Licensing statement added - filler

Notes de version

UPD.V4 - filler removed

il y a 6 jours

Notes de version

UPD: Added cumulative cKS^2 delta

Script open-source

Dans l'esprit TradingView, le créateur de ce script l'a rendu open source afin que les traders puissent examiner et vérifier ses fonctionnalités. Bravo à l'auteur! Bien que vous puissiez l'utiliser gratuitement, n'oubliez pas que la republication du code est soumise à nos Règles.

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Script open-source

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