{"repo":"JulietMirambo/Units_of_Measure_Harmonization-intelligence-platform","free":true,"listed":false,"github":"https://github.com/JulietMirambo/Units_of_Measure_Harmonization-intelligence-platform","clone":"git clone https://github.com/JulietMirambo/Units_of_Measure_Harmonization-intelligence-platform.git","description":"Production-Grade ML System for Automated Unit of Measure Error Detection | 88-92% Accuracy | 94% Autonomy | KNIME Workflow","language":"PowerShell","stars":817,"topics":["artificial-intelligence","automation","data-cleaning","data-quality","knime","machine-learning","manufacturing","supply-chain"],"license":"Apache-2.0","category":"machine-learning","readme_excerpt":"Units of Measure Harmonization Intelligence Platform Production-Grade ML System for Automated UOM Error Detection Quick Start Demo Features Docs Contribute --- Manufacturing and procurement organizations lose millions annually due to Unit of Measure (UOM) errors. A single misplaced decimal or wrong unit causes: - Order fulfillment disasters (50kg vs 50lbs) - Inventory chaos (overstocking/understocking) - Supply chain disruptions (wrong quantities shipped) - Financial losses (incorrect billing, waste) - Compliance issues (regulatory violations) --- See It In Action Real-time visual dashboard showing UOM error detection, classification, and correction in action Dashboard Features The interactive visual dashboard provides: - Real-time error detection - See UOM issues as they're identified - Confidence scoring - ML probability (0-100%) - Auto-correction tracking - Watch the system fix errors - Root cause analytics - Understand WHY errors occur - Intuitive visualizations - Color-coded, charts, statistics - Performance metrics - Speed, accuracy, autonomy Built into the KNIME workflow - zero additional setup needed! Full Dashboard Guide --- System Architecture Complete KNIME workflow showing data pipeline, ML engine, and automation components Key Components - Data Ingestion - CSV/Excel with validation - ML Classification Engine - 60+ features, XGBoost - Physics Validation - NIST-compliant conversion rules - Reinforcement Learning - Q-learning autonomy agent - Interactive Dashboard -","default_branch":null,"files":null,"tree":[],"storefront":"/r/JulietMirambo","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/JulietMirambo/Units_of_Measure_Harmonization-intelligence-platform/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."}