tayciryahmed / predictive-maintenanceLinks
🖥 Approaching predictive maintenance and engine failure detection, based on open datasets.
☆10Updated 7 years ago
Alternatives and similar repositories for predictive-maintenance
Users that are interested in predictive-maintenance are comparing it to the libraries listed below
Sorting:
- time-series prediction for predictive maintenance☆54Updated 6 years ago
- Predictive_Maintenance_using_Machine-Learning_Microsoft_Casestudy☆128Updated 7 years ago
- Predict remaining useful life of a component based on historical sensor observations using automated feature engineering☆235Updated 2 years ago
- LSTMS for Predictive Maintenance☆340Updated 8 years ago
- Predictive Maintenance using Pyspark☆129Updated 6 years ago
- Predictive Maintenance System for Digital Factory Automation☆44Updated 6 years ago
- Leveraging Deep Learning Solutions for Predictive Maintenance of Batteries in Industrial Datasets☆29Updated 8 years ago
- ☆30Updated 7 years ago
- Code for machine learning workshop given to Sanger Systems group☆40Updated 10 years ago
- An LSTM Autoencoder for rare event classification☆107Updated 5 years ago
- A notebook tutorial series for performing predictive maintenance using machine learning☆156Updated 5 years ago
- Source Code for 'Beginning Anomaly Detection Using Python-Based Deep Learning' by Sridhar Alla and Suman Kalyan Adari☆84Updated 6 years ago
- Can we predict accurately on the skewed data? What are the sampling techniques that can be used. Which models/techniques can be used in t…☆65Updated 5 years ago
- Data Wrangling, EDA, Feature Engineering, Model Selection, Regression, Binary and Multi-class Classification (Python, scikit-learn)☆281Updated last year
- Classifying time series using feature extraction☆85Updated 7 years ago
- Notes for machine learning☆219Updated 3 years ago
- A Notebook where I implement differents anomaly detection algorithms on a simple exemple. The goal was just to understand how the differ…☆123Updated 8 years ago
- Anomaly detection and failure prognosis applied to industrial machines☆28Updated 6 years ago
- ☆113Updated 8 years ago
- Demonstration of MapR for Industrial IoT☆115Updated 3 years ago
- Demand Forecasting Models for Kaggle competition☆86Updated 7 years ago
- ☆46Updated 2 years ago
- Autoencoder model for rare event classification☆105Updated 6 years ago
- Kaggle Days Paris - Competitive GBDT Specification and Optimization Workshop☆92Updated 2 years ago
- This model comprises of Manufacturing units dataset , sources are telemetry , machine failure , error logs , maintenance and machines con…☆33Updated last year
- MachineLearningSamples-PredictiveMaitenance☆69Updated 6 years ago
- Codebase for the blog post "24 Evaluation Metrics for Binary Classification (And When to Use Them)"☆56Updated 5 years ago
- This is a comprehensive guide on how you can automate your feature engineering process.☆11Updated 7 years ago
- An analysis of traffic accident data for the UK in 2014, using data from the UK Data Service. (Sourced from Kaggle with original data com…☆12Updated 7 years ago
- Student Materials for MTC Azure ML Workshop☆32Updated 8 years ago