failure-prediction topic

List failure-prediction repositories

swim-js

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JavaScript implementation of SWIM membership protocol

Awesome-Failure-Detection

38
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1
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A list of papers that studies out-of-distribution (OOD) detection and misclassification detection (MisD)

FMFP

20
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2
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PyTorch implementation of our ECCV 2022 paper "Rethinking Confidence Calibration for Failure Prediction"

SURE

38
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3
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(CVPR 2024) Pytorch implementation of “SURE: SUrvey REcipes for building reliable and robust deep networks”

rul

19
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7
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remaining useful life, residual useful life, remaining life estimation, survival analysis, degradation models, run-to-failure models, condition-based maintenance, CBM, predictive maintenance, PdM, pro...

Predictive-Maintenance

25
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This is a repository of sample codes and implementation framework for industrial machine predictive maintenance tasks using deep learning models.

Predictive-Maintenance-Industrial-IOT

17
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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...

Power_Transformers_Failure_Prediction

18
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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.

SmartGrid-Failure-Prediction

15
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3
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A neural network approach for predicting imminent failures in a smart power grid