Data Wrangling, EDA, Feature Engineering, Model Selection, Regression, Binary and Multi-class Classification (Python, scikit-learn)
☆288May 25, 2024Updated last year
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 5 years ago
- LSTMS for Predictive Maintenance☆341Jul 31, 2017Updated 8 years ago
- Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.☆725Feb 12, 2024Updated 2 years ago
- Predictive_Maintenance_using_Machine-Learning_Microsoft_Casestudy☆132Apr 5, 2018Updated 8 years ago
- Predictive Maintenance using Pyspark☆130Apr 26, 2019Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- ☆156Jul 6, 2023Updated 2 years ago
- Datasets for Predictive Maintenance☆159May 8, 2025Updated 11 months ago
- The project is a machine predictive maintenance application that uses machine learning (Random Forest) to classify whether a machine wil…☆24Aug 5, 2023Updated 2 years ago
- Anomaly detection and failure prognosis applied to industrial machines☆28Jun 6, 2019Updated 6 years ago
- In this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbo…☆157Aug 3, 2022Updated 3 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 3 years ago
- time-series prediction for predictive maintenance☆56Feb 19, 2019Updated 7 years ago
- Simulation of Manufacturing Systems☆49Jan 5, 2022Updated 4 years ago
- Predict remaining useful life of a component based on historical sensor observations using automated feature engineering☆234Jul 28, 2023Updated 2 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- MachineLearningSamples-DeepLearningforPredictiveMaintenance☆78Jun 28, 2019Updated 6 years ago
- The objective of the Project is to predict ‘Full Load Electrical Power Output’ of a Base load operated combined cycle power plant using P…☆14Sep 22, 2018Updated 7 years ago
- This model comprises of Manufacturing units dataset , sources are telemetry , machine failure , error logs , maintenance and machines con…☆35Apr 5, 2024Updated 2 years ago
- This research project will illustrate the use of machine learning and deep learning for predictive analysis in industry 4.0.☆144Jul 11, 2021Updated 4 years ago
- Method for Predicting failures in Equipment using Sensor data. Sensors mounted on devices like IoT devices, Automated manufacturing like …☆114Sep 17, 2025Updated 6 months ago
- Hands-On Artificial Intelligence for IoT, published by Packt☆150Jan 30, 2023Updated 3 years ago
- ML Approaches for RUL Prediction, Anomaly Detection, Survival Analysis and Failure Classification☆29Dec 5, 2023Updated 2 years ago
- A Digital Twin prototype for aircraft engine health management in order to identify possible faults and to predict its remaining useful l…☆13Feb 9, 2025Updated last year
- This project is about predictive maintenance with machine learning. It's a final project of my Computer Science AP degree.☆72Sep 29, 2022Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆61Jan 18, 2026Updated 2 months ago
- 🖥 Approaching predictive maintenance and engine failure detection, based on open datasets.☆10Feb 1, 2018Updated 8 years ago
- Set up end-to-end demo architecture for predictive maintenance issues with Machine Learning using Amazon SageMaker☆107May 3, 2024Updated last year
- The 11th place solution of Mercedes-Benz Greener Manufacturing competition on Kaggle☆54Oct 23, 2017Updated 8 years ago
- Predicting how capable each applicant is of repaying a loan (Kaggle Challenge)☆12Dec 7, 2022Updated 3 years ago
- Structural Fire Engineering - Probabilistic Reliability Assessment☆16Jul 24, 2025Updated 8 months ago
- Developing a Lambda Architecture pipeline using Apache Kafka, Spark Structured Streaming, Redshift, S3, Python☆22Mar 8, 2020Updated 6 years ago
- Survival analsyis and time-to-failure predictive modeling using Weibull distributions and Recurrent Neural Networks in Keras☆249Sep 9, 2018Updated 7 years ago
- Predictive Maintenance System for Digital Factory Automation☆44Jun 5, 2019Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Python package for calculation mahalanobis distances from NumPy arrays☆15Jun 22, 2022Updated 3 years ago
- Azure IoT Predictive Maintenance preconfigured solution☆88Dec 10, 2020Updated 5 years ago
- An AI-based system utilizing Graph Neural Networks (GNNs) for real-time anomaly detection and fault diagnosis in spacecraft engines. It c…☆16Nov 4, 2024Updated last year
- Machine Learning Quick Reference, published by Packt☆17Jan 30, 2023Updated 3 years ago
- Public (anonymized) predictive maintenance datasets from Huawei German Research Center.☆12Feb 7, 2020Updated 6 years ago
- An ETL pipeline that extracts data from S3, stages them in Redshift, and transforms data into a set of dimensional tables☆15May 5, 2020Updated 5 years ago
- Deep learning approach for estimation of Remaining Useful Life (RUL) of an engine☆249Oct 2, 2020Updated 5 years ago