Data Wrangling, EDA, Feature Engineering, Model Selection, Regression, Binary and Multi-class Classification (Python, scikit-learn)
☆291May 25, 2024Updated 2 years ago
Alternatives and similar repositories for predictive-maintenance
Users that are interested in predictive-maintenance are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A notebook tutorial series for performing predictive maintenance using machine learning☆157Jun 23, 2020Updated 6 years ago
- LSTMS for Predictive Maintenance☆344Jul 31, 2017Updated 9 years ago
- Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.☆737Feb 12, 2024Updated 2 years ago
- Predictive_Maintenance_using_Machine-Learning_Microsoft_Casestudy☆130Apr 5, 2018Updated 8 years ago
- Predictive Maintenance using Pyspark☆132Apr 26, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆156Jul 6, 2023Updated 3 years ago
- ☆16Jul 4, 2018Updated 8 years ago
- Demonstration of MapR for Industrial IoT☆119Oct 18, 2022Updated 3 years ago
- The project is a machine predictive maintenance application that uses machine learning (Random Forest) to classify whether a machine wil…☆26Aug 5, 2023Updated 3 years ago
- Datasets for Predictive Maintenance☆172Updated this week
- Anomaly detection and failure prognosis applied to industrial machines☆29Jun 6, 2019Updated 7 years ago
- In this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbo…☆160Aug 3, 2022Updated 4 years ago
- A regression based approach to estimate the Remaining Useful Life (RUL) of a paper mill for a web break prediction problem.☆13May 5, 2022Updated 4 years ago
- time-series prediction for predictive maintenance☆56Feb 19, 2019Updated 7 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Illustrating a typical Predictive Maintenance use case in an Industrial IoT Scenario. By using Statistical Modelling and Data Visualizati…☆30May 2, 2022Updated 4 years ago
- MachineLearningSamples-DeepLearningforPredictiveMaintenance☆78Jun 28, 2019Updated 7 years ago
- This is a Machine Learning Practice Case of Predictive Maintenance by Python with NASA's Turbofan Engine Degradation Simulation Data Set.☆12Jan 13, 2021Updated 5 years ago
- Nasa Engine Data for prognostics challenge competition at the International Conference on Prognostics and Health Management (PHM08)☆13Mar 19, 2019Updated 7 years ago
- Code repository for the book 'Machine Learning in Python for Dynamic Process Systems'☆16Jan 13, 2024Updated 2 years ago
- This research project will illustrate the use of machine learning and deep learning for predictive analysis in industry 4.0.☆148Jul 11, 2021Updated 5 years ago
- Method for Predicting failures in Equipment using Sensor data. Sensors mounted on devices like IoT devices, Automated manufacturing like …☆113Sep 17, 2025Updated last year
- Predicting the Remaining Useful Life (RUL) of simulated Turbofan Engines using Spark ML, Spark Structured Streaming, and Kafka.☆26Oct 15, 2024Updated last year
- Hands-On Artificial Intelligence for IoT, published by Packt☆152Jan 30, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This project is about predictive maintenance with machine learning. It's a final project of my Computer Science AP degree.☆73Sep 29, 2022Updated 4 years ago
- ML Approaches for RUL Prediction, Anomaly Detection, Survival Analysis and Failure Classification☆31Dec 5, 2023Updated 2 years ago
- Deep Learning applied to predictive maintenance use cases☆43Apr 19, 2020Updated 6 years ago
- Structural Fire Engineering - Probabilistic Reliability Assessment☆17Jul 24, 2026Updated 2 months ago
- Set up end-to-end demo architecture for predictive maintenance issues with Machine Learning using Amazon SageMaker☆110May 3, 2024Updated 2 years ago
- 🖥 Approaching predictive maintenance and engine failure detection, based on open datasets.☆10Feb 1, 2018Updated 8 years ago
- The 11th place solution of Mercedes-Benz Greener Manufacturing competition on Kaggle☆53Oct 23, 2017Updated 8 years ago
- Aircraft engine failure prediction model☆29Mar 25, 2023Updated 3 years ago
- Predicting how capable each applicant is of repaying a loan (Kaggle Challenge)☆13Dec 7, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Predictive Maintenance System for Digital Factory Automation☆46Jun 5, 2019Updated 7 years ago
- Python package for calculation mahalanobis distances from NumPy arrays☆14Jun 22, 2022Updated 4 years ago
- Survival analsyis and time-to-failure predictive modeling using Weibull distributions and Recurrent Neural Networks in Keras☆250Sep 9, 2018Updated 8 years ago
- Process Control Laboratory☆14Dec 7, 2020Updated 5 years ago
- Supervised Distance Metric Learning with R☆20Mar 19, 2019Updated 7 years ago
- Advanced data wrangling for python☆16Sep 5, 2023Updated 3 years ago
- ☆69Aug 12, 2022Updated 4 years ago