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Projects in Awesome Lists tagged with failure-prediction

A curated list of projects in awesome lists tagged with failure-prediction .

https://github.com/YutingLi0606/SURE

(CVPR 2024) Pytorch implementation of “SURE: SUrvey REcipes for building reliable and robust deep networks”

data-corruption failure-prediction label-noise long-tailed-distribution uncertainty-estimation

Last synced: 05 Nov 2024

https://github.com/somjit101/predictive-maintenance-industrial-iot

Illustrating a typical Predictive Maintenance use case in an Industrial IoT Scenario. By using Statistical Modelling and Data Visualization we attempt to performance Failure Analysis and Prediction of crucial industrial equipments like Boilers, Pumps, Motors etc. so that necessary actions can be taken by the management for their repair, servicing and optimal performance.

csv-files decision-trees eda failure-prediction feature-selection iot ipython-notebook predictive-maintenance python sensors

Last synced: 11 Oct 2024

https://github.com/easonlai/power_transformers_failure_prediction

This is a sample code repository of the power transformer's health state (index) analysis or prediction by the regression model for experiment and learning purposes.

failure-analysis failure-detection failure-prediction power-transformers python python3

Last synced: 10 Nov 2024

https://github.com/its-kanii/predictive-maintenance-for-healthcare-equipment

Predictive Maintenance for Healthcare Equipment utilizes machine learning to analyze operational metrics and predict equipment failures. This project leverages a dataset of usage hours, temperature, and maintenance history to enhance equipment reliability and reduce downtime.

data-analysis data-science failure-prediction feature-engineering healthcare-equipment jupyter-notebook machine-learning predictive-maintenance python time-series-analysis

Last synced: 31 Oct 2024