{"repo":"vinsblack/energy-optimizer-pro","free":true,"listed":false,"github":"https://github.com/vinsblack/energy-optimizer-pro","clone":"git clone https://github.com/vinsblack/energy-optimizer-pro.git","description":"AI-Powered Building Energy Management System with 91%+ ML Accuracy","language":"Python","stars":11,"topics":["artificial-intelligence","building-management","dashboard","data-visualization","energy-optimization","fastapi","iot","machine-learning","nextjs13","python"],"license":null,"category":"dashboards-admin","readme_excerpt":"Energy Optimizer Pro Energy Optimizer Pro is a portfolio and demonstration project for exploring building-energy data, machine-learning models, optimization heuristics, APIs, and dashboard concepts. The repository is intended for technical evaluation and experimentation. It is not a production energy-management service, and its generated recommendations must not be treated as validated savings, financial projections, or operational advice. What is implemented - Python utilities for generating synthetic building-energy data - Data preprocessing and model training with scikit-learn-compatible estimators - Random Forest, XGBoost, and LightGBM model selection - Prediction and rule-based optimization suggestions - Model persistence with Joblib - FastAPI implementations exposing demonstration optimization endpoints - Streamlit and Next.js dashboard source code - Unit and API test modules - Example Docker, monitoring, and CI configuration Some infrastructure definitions are incomplete or reference files that are not present. See README CLAIMS AUDIT.md for an evidence-based review of the original documentation. Scope and limitations This project works primarily with synthetic or user-supplied data. Percentages returned by optimization suggestions are heuristic estimates encoded in the demonstration logic; they are not measured outcomes from deployed buildings. The repository does not provide evidence for production uptime, return on investment, guaranteed energy savings, fixed perfor","default_branch":null,"files":null,"tree":[],"storefront":"/r/vinsblack","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/vinsblack/energy-optimizer-pro/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."}