{"repo":"Mrizalfahlepi/SR_Mapping_NN","free":true,"listed":false,"github":"https://github.com/Mrizalfahlepi/SR_Mapping_NN","clone":"git clone https://github.com/Mrizalfahlepi/SR_Mapping_NN.git","description":"Neural Network Entry Filter untuk XAUUSD — XGBoost classifier yang menyaring sinyal entry EA MetaTrader 5. Menggantikan grid/martingale dengan AI-based risk management.","language":"Python","stars":10,"topics":["algorithmic-trading","forex","gold-trading","machine-learning","metatrader5","mql5","neural-network","onnx","xauusd","xgboost"],"license":null,"category":"machine-learning","readme_excerpt":"SR Mapping NN — Neural Network Entry Filter for XAUUSD XGBoost classifier that filters entry signals for MetaTrader 5 EA. Replacing grid/martingale with AI-based risk management. --- Table of Contents - About the Project - System Architecture - Model Results - Repository Structure - Roadmap & Workflow - Installation & Usage - Deployment Guide to MT5 - Technical Details - Limitations & Important Notes - License --- About the Project Background The SR Mapping Foundation v7.1 EA has strong entry signals (91.10% win rate, profit factor 2.37) but uses a 10x grid martingale for risk management, causing: - Max Equity Drawdown: 40.69% (dangerous) - High margin call risk in trending market conditions Solution Building an XGBoost classifier that learns from market patterns to filter entries: - GOOD entry = price moves directly toward Take Profit - BAD entry = price will hit Stop Loss Grid/martingale is completely removed . Each trade is protected with individual SL/TP. Original EA Backtest (11 months, Dec 2024 — Nov 2025) Metric Value -------- ------- Total Trades 820 Win Rate 91.10% Profit Factor 2.37 Net Profit $57,893 (from $1,000) Max DD 40.69% ( PROBLEM ) --- System Architecture --- Model Results Performance on Test Set (Sep — Nov 2025) Metric Original EA EA + NN Filter -------- ------------- ---------------- Total Trades 606 29 Win Rate 51.3% 72.4% Precision — 72.4% Signals/day 14 0.5 Charts Feature Importance Confusion Matrix Precision-Recall Curve Equity Curve Comparison --- Re","default_branch":null,"files":null,"tree":[],"storefront":"/r/Mrizalfahlepi","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Mrizalfahlepi/SR_Mapping_NN/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}