Predictive Maintenance Ml MLOps Tools

There are 24 predictive maintenance ml tools tracked. The highest-rated is TheAkshatGupta/Predictive-Maintenance-FactoryGuard-AI at 30/100 with 1 stars.

Get all 24 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=mlops&subcategory=predictive-maintenance-ml&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	TheAkshatGupta/Predictive-Maintenance-FactoryGuard-AI Production Level Predictive Maintenance using Tabular / IoT data with...	30	Emerging	1	Jupyter Notebook
2	jordandelbar/predictive-maintenance-showcase A pet project on training and serving an autoencoder model for predictive maintenance	23	Experimental	2	Go
3	merobabo/vehicle-health-agent 🚗 Monitor vehicle health and predict failures using advanced machine...	22	Experimental	—	Python
4	Gogeta767/flaky-test-prediction-ml Predict and detect flaky tests in CI/CD pipelines using machine learning to...	22	Experimental	—	Python
5	mandeepsharma14/the-nexus-industrial-ai End-to-end Industrial AI platform for predictive maintenance — predicts...	22	Experimental	—	Jupyter Notebook
6	galafis/iot-predictive-maintenance-edge IoT predictive maintenance platform with edge computing, anomaly detection...	22	Experimental	—	Python
7	KhobaitUddinSimran/YSMAI-HVAC-Monitoring Production-ready ML/AI HVAC monitoring system with real-time simulation,...	22	Experimental	—	Python
8	R3venge1337/wind-turbine-maintenance Real-time predictive maintenance system for wind farms using Big Data...	21	Experimental	—	Java
9	Chaitanyarai899/Maintenance-Prediction-Via-MLOps Deploying an end-to-end ml/dl model (for predicting maintaince for aircrafts...	19	Experimental	3	CSS
10	dprescriptivemaintenance40/Predictive-Maintenance Data>>Configuration>>Train>>Model>>Prediction>>RCA>>RCM>>Prescriptive.	18	Experimental	2	TypeScript
11	JonathanTSilva/FP-CloudCavitation 🧾 Cloud-based intelligent system for hydraulic pump failure detection.	18	Experimental	2	JavaScript
12	mehdihbgi3/Predictive-maintenance-digital-twin Predictive maintenance system for hard drive failure prediction, XGBoost...	14	Experimental	—	Jupyter Notebook
13	ryanpaulgernan/Machine-Failure-Prediction-using-AI4I-2020-Data Predict machine failures using AI with the AI4I 2020 dataset. Optimize...	14	Experimental	—	Jupyter Notebook
14	RobsonAdvincula/predictive-maintenance-ml Predict Remaining Useful Life (RUL) of industrial equipment using ML. Random...	14	Experimental	—	Python
15	PrajvalN/predictive-maintenance-timeseries Predictive maintenance time-series analysis on NASA C-MAPSS turbofan engine...	14	Experimental	—	Python
16	anikerry/predictive_maintenance_project Production-grade Machine Learning pipeline predicting industrial equipment...	14	Experimental	—	Jupyter Notebook
17	heyaankit/pdm-industrial-app An end-to-end Industrial Predictive Maintenance web application. This...	14	Experimental	—	Jupyter Notebook
18	oday198/predictive-maintenance-ml-platform Production-style ML platform for real-time predictive maintenance simulation...	14	Experimental	—	Python
19	elouanXP/turbofan-rul-prediction Predictive maintenance for turbofan engines — RUL prediction on NASA CMAPSS...	14	Experimental	1	Jupyter Notebook
20	Divesh-Kshirsagar/BIMCS B.I.M.C.S is a cutting-edge Industrial Digital Twin application designed to...	13	Experimental	—	JavaScript
21	Alexandre2377/maintenance-app 🏢 Manage building maintenance with this AI-driven app, built for speed and...	13	Experimental	—	TypeScript
22	5OBHAN/Predictive-Maintenance-of-Industrial-Machinery An IBM Cloud project for Predictive Maintenance of Industrial Machinery...	13	Experimental	—	Jupyter Notebook
23	Michael-KyeKye/Predictive-Maintenence-System-Dashboard Monitor rotating industrial machines in real time using edge-based AI to...	13	Experimental	—	JavaScript
24	muhammadawaisshaikh/vessel-maintenance-predictor-with-AI The #1 end-to-end Vessel Maintenance Predictor with AI	11	Experimental	—	Jupyter Notebook