nFinans ML Quant & Liq Engine

Introduction TopTen Algo Premium is a comprehensive quantitative trading system designed to filter market noise and identify high-probability trend reversals and continuations. By fusing Variable Index Dynamic Average (VIDYA) volatility bands, Kernel Regression (Machine Learning smoothing), and automated Liquidity Zones, this script offers a complete "all-in-one" market overview for intraday and swing traders.

The core philosophy of this algorithm is "Lag Reduction". It utilizes Gaussian Kernels to smooth price action without the heavy delay found in traditional moving averages, allowing for faster reaction to price changes.