Energy Sector Forecasting MLOps Tools

There are 15 energy sector forecasting tools tracked. 1 score above 50 (established tier). The highest-rated is OpenSTEF/openstef at 66/100 with 135 stars.

Get all 15 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=mlops&subcategory=energy-sector-forecasting&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	OpenSTEF/openstef Automated Machine Learning pipelines. Builds the Open Short Term Energy...	66	Established	135	HTML
2	iceccarelli/GridOS Open-source energy operating system for managing Distributed Energy...	34	Emerging	1	Python
3	samresume/FlaPLeT FlaPLeT is an open-source, full-stack web platform that enables end-to-end...	32	Emerging	2	JavaScript
4	banzuzi-carioni/cross-border-electricity-flow-prediction Serverless ML system to predict the direction and volume of electricity...	28	Experimental	11	Python
5	John-Pinto/energy-consumption-forecasting A MLOps project on Denmark's Energy Consumption Forecasting.	26	Experimental	6	Jupyter Notebook
6	kamlesh0928/energy-track IoT-powered‍‌‍‍‌‍‌‍‍‌ smart factory simulation that combines Kafka,...	26	Experimental	1	TypeScript
7	JishnuPG-tech/SmartWatt SmartWatt is a hybrid AI and physics-based residential energy estimation...	23	Experimental	1	Python
8	ViswaBai/sea-level-app 🌊 Forecast global sea level rise with our interactive app by comparing three...	22	Experimental	—	Python
9	artichectJ/energy-forecaster Production-grade energy forecasting app · XGBoost (R² 0.9981) · Prophet ·...	19	Experimental	—	Python
10	br0kenSVK121/ecoflight-ai ✈️ Optimize flight routes with AI to reduce carbon emissions and fuel use,...	14	Experimental	—	Python
11	noahlips/green-ai-solar-backend FastAPI backend for solar panel efficiency prediction — GradientBoosting ML model	14	Experimental	—	Python
12	Stefen-Taime/databricks-ml-energy-pipeline MLOps pipeline for predicting electricity consumption (kWh) with Terraform,...	14	Experimental	—	Python
13	harshitrana81/Machine-Learning-Projects2 This project is an end-to-end Machine Learning solution designed to predict...	14	Experimental	—	Python
14	ManviPanjwani/sustainability-ai-platform Real-time, AI-powered sustainability platform (FastAPI + Next.js) to...	13	Experimental	—	TypeScript
15	Alaina1713/Smart-Energy-Consumption-Forecasting-System A full-stack IoT and AI-powered platform that predicts electricity usage for...	13	Experimental	—	JavaScript