time-to-failure

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LongxingTan / python-profeld

ProFeld: survival analysis, predictive maintenance, churn analysis, and remaining useful life prediction in Python

data-science machine-learning tensorflow survival-analysis time-to-event predictive-maintenance remaining-useful-life weibull-distribution time-to-failure profeld

Updated Mar 17, 2023
Python

iremustek / Predictive-Maintenance-Analysis

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The project aims to enhance aircraft engine maintenance operations and planning using statistical learning and machine learning methods.

maintenance predictive-modeling predictive-maintenance random-forest-regression time-to-failure k-nearest-neighbor-classifier elastic-net-regression

Updated Jun 30, 2023
Jupyter Notebook

jvachier / Absorbing-Markov-chain

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Python tool for analyzing absorbing Markov chains, compute expected steps to absorption from transient states. Applications in predictive maintenance, reliability engineering, and stochastic process analysis.

markov-chains stochastic-processes fundamental-matrix time-to-failure absorbing-markov-chains

Updated Dec 11, 2025
Python

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