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ragulpr /wtte-rnn

WTTE-RNN a framework for churn and time to event prediction

neural-network tensorflow machine-learning-algorithms keras rnn churn-prediction failure-rate weibull

UpdatedAug 7, 2020
Python

weibull-knowledge-informed-ml

tvhahn /weibull-knowledge-informed-ml

Using knowledge-informed machine learning on the PRONOSTIA (FEMTO) and IMS bearing data sets. Predict remaining-useful-life (RUL).

machine-learning deep-learning pytorch manufacturing weibull remaining-useful-life condition-monitoring bearing-fault-diagnosis ims-bearing-data-set prognostics-health-management pronostia-dataset knowledge-informed-machine-learning

UpdatedMar 17, 2023
Python

derrynknife /SurPyval

A Python package for survival analysis. The most flexible survival analysis package available. SurPyval can work with arbitrary combinations of observed, censored, and truncated data. SurPyval can also fit distributions with 'offsets' with ease, for example the three parameter Weibull distribution.

risk-analysis reliability-engineering reliability survival-analysis non-parametric churn-prediction weibull reliability-analysis actuarial-science parametric-methods probability-plot parametric-distribution

UpdatedNov 10, 2024
Python

tvtoglu /predictr

Weibull Analysis Tools

python reliability estimation survival-analysis weibull likelihood-ratio predictr fisher-bounds unreliability life-data-analysis

UpdatedMar 8, 2025
Python

yuriok /QGrain

An open-source and easy-to-use software for the comprehensive analysis of grain-size distributions

curve-fitting pca ssu emma weibull lognormal grain-size-distribution skew-normal

UpdatedMar 19, 2025
Python

DavidMercier /PopIn

"Pop-in" Analysis From Indentation Tests

distribution statistics plasticity nanoindentation weibull pop-in

UpdatedOct 31, 2023
MATLAB

jiaxiang-cheng /Random-Weighted-Bootstrap-with-Weibull

Reproduction of the work by Hong, Y., Meeker, W. Q., & McCalley, J. D. (2009). Prediction of remaining life of power transformers based on left truncated and right censored lifetime data. Annals of Applied Statistics, 3(2), 857-879.

bootstrap transformers prediction lifetime maximum-likelihood-estimation weibull remaining-useful-life censored-data failures bootstrap-samples

UpdatedJun 28, 2021
R

OrangePomeranian /Survival_Analysis

This project focuces on analysis of survival patients with Aids, with Python library Lifelines

python kaplan-meier cox-regression weibull lifelines coxph-model logrank-test

UpdatedDec 22, 2022
Jupyter Notebook

stdlib-js /stats-base-dists-frechet-cdf

Fréchet distribution cumulative distribution function (CDF).

nodejs javascript distribution node statistics extreme stdlib probability value stats node-js continuous cdf inverse dist weibull univariate frechet distribution-function cumulative-distribution

UpdatedFeb 8, 2025
JavaScript

stdlib-js /stats-base-dists-frechet

Fréchet distribution.

nodejs javascript distribution library node statistics extreme stdlib probability lib value standard stats node-js continuous inverse dist weibull univariate frechet

UpdatedDec 16, 2024
JavaScript

stdlib-js /stats-base-dists-weibull-cdf

Weibull distribution cumulative distribution function (CDF).

nodejs javascript distribution node statistics stdlib probability stats survival-analysis node-js continuous cdf dist weibull exponential-family univariate distribution-function cumulative-distribution life-times

UpdatedMar 5, 2025
JavaScript

stdlib-js /stats-base-dists-frechet-median

Fréchet distribution median.

nodejs javascript distribution node statistics extreme stdlib location value stats node-js continuous inverse dist median center weibull univariate frechet

UpdatedFeb 8, 2025
JavaScript

stdlib-js /stats-base-dists-weibull-skewness

Weibull distribution skewness.

nodejs javascript distribution node statistics shape stdlib probability stats node-js continuous prob dist asymmetry weibull skewness univariate

UpdatedMar 5, 2025
JavaScript

stdlib-js /random-iter-weibull

Create an iterator for generating pseudorandom numbers drawn from a Weibull distribution.

nodejs javascript node statistics generator math random stdlib seed iterator mathematics prng stats rng node-js continuous rand pseudorandom weibull seedable

UpdatedJan 20, 2025
JavaScript

stdlib-js /stats-base-dists-frechet-mode

Fréchet distribution mode.

nodejs javascript distribution node statistics extreme stdlib location value stats mode node-js continuous inverse dist center weibull univariate frechet

UpdatedFeb 10, 2025
JavaScript

stdlib-js /random-streams-weibull

Create a readable stream for generating pseudorandom numbers drawn from a Weibull distribution.

nodejs javascript node statistics stream math random stdlib seed mathematics prng stats rng node-js continuous rand readable pseudorandom weibull seedable

UpdatedMar 17, 2025
JavaScript

stdlib-js /stats-base-dists-weibull-quantile

Weibull distribution quantile function.

nodejs javascript distribution node statistics stdlib probability stats survival-analysis node-js continuous cdf inverse dist weibull exponential-family univariate percent-points life-times

UpdatedMar 17, 2025
JavaScript

stdlib-js /stats-base-dists-weibull-mode

Weibull distribution mode.

nodejs javascript distribution node statistics stdlib location probability stats mode node-js continuous prob dist center weibull univariate

UpdatedMar 5, 2025
JavaScript

stdlib-js /stats-base-dists-frechet-skewness

Fréchet distribution skewness.

nodejs javascript distribution node statistics extreme stdlib value stats node-js continuous inverse dist asymmetry weibull skewness univariate frechet

UpdatedFeb 24, 2025
Python

stdlib-js /stats-base-dists-frechet-kurtosis

Fréchet distribution kurtosis.

nodejs javascript distribution node statistics extreme shape stdlib value stats node-js continuous inverse dist weibull univariate kurtosis frechet

UpdatedFeb 8, 2025
JavaScript

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