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10 search results found

Lifelines ⭐ 2,227

Survival analysis in Python

Eseur Code Data ⭐ 396

Code and data used to create the examples in "Evidence-based Software Engineering based on the publicly available data"

Auton Survival ⭐ 271

Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events

Python Structural Reliability Analysis

Surpyval ⭐ 37

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.

Deep_cox_mixtures ⭐ 20

Code for the paper "Deep Cox Mixtures for Survival Regression", Machine Learning for Healthcare Conference 2021

Uncertaintyquantification.jl ⭐ 19

Uncertainty Quantification in Julia

Nasa Jet Engine Maintenance ⭐ 19

ML Approaches for RUL Prediction, Anomaly Detection, Survival Analysis and Failure Classification

Weibulltools ⭐ 11

Statistical methods and visualizations often used in reliability engineering including the well-known weibull analysis and Monte Carlo simulations

Uqtestfuns ⭐ 7

A Python3 library of test functions from the uncertainty quantification community with a common interface for validation and benchmarking purposes.

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