reliability-analysis

There are 4 repositories under reliability-analysis topic.

• lifelines

  CamDavidsonPilon / lifelines

  Survival analysis in Python

  cox-regressiondata-sciencemaximum-likelihoodpythonreliability-analysisstatisticssurvival-analysis
  Language:Python 2516

• autonlab / auton-survival

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

  survival-analysisreliability-analysispythondata-sciencedeep-learningmachine-learningtime-to-eventcounterfactual-inferenceregressioncausal-inferencegraphical-models
  Language:Python 347

• pystra / pystra

  Python Structural Reliability Analysis

  structural-engineeringreliability-analysis
  Language:Python 163

• JuliaUQ / UncertaintyQuantification.jl

  Uncertainty Quantification in Julia

  juliauncertainty-quantificationreliability-analysismonte-carlo-simulationmetamodelingsensitivity-analysis
  Language:Julia 52

• 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.

  survival-analysisparametric-methodsprobability-plotparametric-distributionweibullreliabilityreliability-engineeringchurn-predictionnon-parametricrisk-analysisactuarial-sciencereliability-analysis
  Language:Python 48

• chiragnagpal / deep_cox_mixtures

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

  reliability-engineeringreliability-analysissurvival-analysissurvival-predictioncox-regressioncox-model
  29

• xxl4tomxu98 / NASA-Jet-Engine-Maintenance

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

  fault-detection-classificationpredictive-maintenanceremaining-useful-life-predictionpredictive-logisticscondition-based-maintenanceprognostics-health-managementrealtime-predictive-analyticsanomaly-detectionfault-detectionembeded-systemshealth-managementfailure-modessurvival-analysisdegradation-population-distributioncomponent-failure-distributioncensored-datachurn-analyticstime-to-eventtime-varying-covariatesreliability-analysis
  Language:Jupyter Notebook 29

• Plant-Food-Research-Open / calisim

  A toolbox for the calibration and evaluation of simulation models.

  abcactive-learningapproximate-bayesian-computationbayesian-calibrationbayesian-optimizationbayesian-quadratureevolutionary-algorithmsexperimental-designhistory-matchingmodel-calibrationoptimal-experimental-designoptimisationreliability-analysissbisensitivity-analysissimulation-based-inferencesurrogate-based-optimizationsurrogate-modelsuncertainty-analysisuncertainty-quantification
  Language:Python 16

• Tim-TU / weibulltools

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

  rweibulltoolsreliability-analysisplotlyinteractive-visualizationsweibull-analysisfield-data-analysis
  Language:R 11
• sysen

  timothyfraser / sysen

  Course repository for learning R for Cornell course SYSEN 5300: Systems Engineering and Six Sigma for the Design and Operation of Reliable Systems

  rreliability-analysissix-sigmastatistics-coursesyseng
  Language:HTML 10

• damar-wicaksono / uqtestfuns

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

  pythonuncertainty-quantificationmetamodelingsensitivity-analysistest-functionsreliability-analysis
  Language:Python 8

• dutitello / parAnsys

  PARANSYS (Python pArametric Reliability Analysis on ANSYS) is a module that can connect the ANSYS software to Python scripts using APDL scripts. It has one connection class and two other classes for reliability analysis, using explicit or implicit limit states.

  ansys-apdlreliability-analysisreliability-engineeringstructural-engineeringstructural-reliability
  Language:Python 8

• DTOcean / dtocean

  Design and techno-economic assessment of marine renewable energy arrays

  hydrodynamicsmarine-renewable-energyoperations-and-maintenancetechno-economic-optimizationtidal-energywave-energyelectrical-networksmooring-system-designenvironmental-impact-assessmentreliability-analysislogistics
  Language:Python 5

• PumpkinSeed / netrel

  Internet reliability check - CLI tool

  internet-connectionreliabilityreliability-analysis
  Language:Go 4

• LPorcaro / music-diversity-analysis

  Framework to perform content-based diversity analysis and reliability analysis

  music-information-retrievaldiversity-analysisreliability-analysis
  Language:Python 3

• mz-mustafa / energy-mix-optimiser

  Energy system simulation framework that optimizes generation portfolios using AI-based genetic algorithms. Models hourly power dispatch, battery management, and source failures over multi-year horizons to evaluate reliability and economic performance of diverse energy mixes.

  battery-storageenergy-managementenergy-optimizationoptimization-algorithmspower-systemsreliability-analysisrenewable-energy
  Language:Python 3

• shishitao / pyre

  Structural Reliability Analysis with Python

  reliability-analysis
  Language:Python 3

• AleksandrSimonov / ReliabilityAnalysis

  Программа для анализа надежности электронных средств.

  electronic-devicesmonte-carlomonte-carlo-simulationopensourcereliability-analysisundergraduate-work
  Language:C# 2

• jo-chr / i40lab-simulation

  Simulation and generation of synthetic reliability-related data.

  simulationindustry-4smart-manufacturingreliability-analysis
  Language:Python 2

• mvmalyi / llm-semantic-maintenance-logs-analysis

  An open-source framework demonstrating LLMs for complex semantic analysis of unstructured wind turbine maintenance logs. It generates deeper reliability insights by identifying failure modes, inferring causal chains, and uncovering site-specific operational patterns, enhancing data-driven O&M in the wind energy sector.

  llm-applicationreliability-analysisreliability-engineeringsemantic-analysiswind-energywind-turbinegenerative-ai-applications
  Language:HTML 2

• queelius / wei.series.md.c1.c2.c3

  Weibull series system estimation from data with censored lifetimes and masked component cause of failure.

  maximum-likelihood-estimationreliability-analysisweibull-distributionlikelihood-modelmasked-dataright-censoringseries-system
  Language:R 2

• wasquith / lmomco

  L-Moments, Censored L-Moments, Trimmed L-Moments, L-Comoments, and Many Distributions

  probability-distributionl-momentsmle-estimationmps-estimationrreliability-analysissurvival-analysisrisk-analysisflood-frequency-analysisrainfall-frequency-analysis
  Language:R 2

• abisliouk / HS-MATH-LLM

  Evaluate high school math reasoning in LLMs with baseline and Chain-of-Thought (CoT) prompts. Includes confidence calibration metrics, JSON output parsing, and reliability analysis.

  chain-of-thought-reasoningconfidence-calibrationgptinterpretabilityjson-parsingllmmodel-evaluationopenaiprompt-engineeringreliability-analysissafe-ai
  Language:Python 1

• eghalea / System-Reliability-and-Heart-Failure-analysis-Python-projects

  This Project is a study of the patient’s survival rate due to heart failure condition caused by cardiovascular diseases. Various factors causing the disease were analyzed with the use of reliability analysis and software to model and predict patients’ survival.

  failure-analysiskaplan-meierreliability-analysisreliability-engineeringsurvival-analysis
  Language:Jupyter Notebook 1

• marcopollostat / Bayesian_Nonparametric_Frailty

  Codes for estimates of intensity functions parameters of multivariate counting processes and density estimation for latent variable.

  hamiltonian-monte-carlodirichlet-process-mixturesreliability-analysisbayesian-inferencenonparametric-bayesheterogeneous-systems
  Language:C++ 1

• nvlinhvn / reliability-engineering

  Evaluate the ability of system to function without failure

  failure-analysisfailure-ratereliability-analysisreliability-engineering
  1

• pr38 / survivalpredict

  Estimating survival predictions

  cox-proportional-hazardcox-regressionpythonreliability-analysisscikit-learnsurvival-analysis
  Language:Python 1

• Siddhantmest / factor-analysis

  Factor Analysis for survey data

  factor-analysisreliability-analysiscronbach-alphasurvey-data
  Language:Python 1

• SirmaXX / reliability_rust

  Statistical reliability library for rust (educational purpose)

  reliability-analysisreliability-toolsruststatisticalstatistical-analysisstatistical-methods
  Language:Rust 1

• yueyueL / ProgramGen-LMs-Reliability

  Repos for On the Reliability and Explainability of Language Models for Program Generation

  bias-detectionexplainable-ailanguage-modelreliability-analysisxai
  Language:C# 1

• saifar-tug / semiconductor-reliability-lifetime-analysis

  End-to-end workflow on synthetic accelerated life test (ALT) data: dataset generation, Kaplan–Meier survival analysis, Weibull-2P modeling, and Arrhenius temperature acceleration. Includes Py scripts, Jupyter notebooks, plots, and CSV outputs.

  arrhenius-modeldata-science-projectsfailure-analysiskaplan-meierreliability-analysisreliability-engineeringsemiconductorsurvival-analysisweibull-analysis
  Language:Jupyter Notebook 0

• Temi-Tory / InformationPropagationAnalysis.jl

  InformationPropagationAnalysis.jl

  directedacyclicgraphexact-algorithmnetworkanalysisreliability-analysis
  Language:Julia 0

• THUzxj / reliability-models

  Reliability models implemented in Python

  modelingreliabilityreliability-analysisreliability-engineering
  Language:Python 0

• Abhay2412 / SENG438A5

  SENG 438 - Software Testing, Reliability, and Quality Assignment #5

  reliability-analysiscsfratreliability-testreliability-tools
  Language:Batchfile

• kingjosephm / predictive-maintenance-modeler

  XGBoost Predictive Maintenance Modeler for Estimating Time-To-Failure

  predictive-maintenancereliability-analysissurvival-analysistime-series-forecastingxgboostduration-analysis
  Language:Jupyter Notebook

• wlouer / UTL000011_CS50_DataCenterPS_ScreeningTool

  Simple screening Tool to compare Power system configuration and availability for Data Centers that rely on "off-grid" power.

  data-centerpython-scriptreliability-analysis
  Language:Jupyter Notebook