Projects in Awesome Lists tagged with time-to-event
A curated list of projects in awesome lists tagged with time-to-event .
https://github.com/autonlab/auton-survival
Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events
causal-inference counterfactual-inference data-science deep-learning graphical-models machine-learning python regression reliability-analysis survival-analysis time-to-event
Last synced: 01 May 2025
https://github.com/sktime/skpro
A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python
ai data-science distributional-regression distributions failure-prediction framework machine-learning prediction probability-distributions python regression sklearn sktime survival-analysis survival-models survival-prediction time-to-event
Last synced: 15 May 2025
https://github.com/robi56/survival-analysis-using-deep-learning
This repository contains morden baysian statistics and deep learning based research articles , software for survival analysis
bayesian-inference cancer-research deep-learning gaussian-processes healthcare machine-learning survival-analysis time-series time-to-event
Last synced: 23 Feb 2025
https://github.com/ModelOriented/survex
Explainable Machine Learning in Survival Analysis
biostatistics brier-scores censored-data cox-model cox-regression explainable-ai explainable-machine-learning explainable-ml explanatory-model-analysis interpretable-machine-learning interpretable-ml machine-learning probabilistic-machine-learning r r-package shap survival-analysis time-to-event variable-importance xai
Last synced: 05 May 2025
https://github.com/sebp/survival-cnn-estimator
Tutorial on survival analysis using TensorFlow.
convolutional-neural-networks deep-learning notebook survival-analysis tensorflow time-to-event tutorial
Last synced: 09 Mar 2025
https://github.com/vollmersj/survivalanalysis.jl
A survival analysis interface for Julia
julia survival-analysis time-to-event
Last synced: 05 May 2025
https://github.com/vollmersj/SurvivalAnalysis.jl
A survival analysis interface for Julia
julia survival-analysis time-to-event
Last synced: 26 Mar 2025
https://github.com/longxingtan/python-profeld
ProFeld: survival analysis, predictive maintenance, churn analysis, and remaining useful life prediction in Python
data-science machine-learning predictive-maintenance profeld remaining-useful-life survival-analysis tensorflow time-to-event time-to-failure weibull-distribution
Last synced: 15 Apr 2025
https://github.com/kkholst/mets
Analysis of Multivariate Event Times https://kkholst.github.io/mets/
multivariate-time-to-event r survival-analysis time-to-event
Last synced: 13 May 2025
https://github.com/thbuerg/NeuralCVD
🫀 Code for "Neural network-based integration of polygenic and clinical information: Development and validation of a prediction model for 10 year risk of major adverse cardiac events in the UK Biobank cohort" 🫀
cardiovascular-disease pytorch pytorch-lightning risk-modeling survival-analysis time-to-event ukbiobank
Last synced: 08 Apr 2025
https://github.com/machiela-lab/UKBBcleanR
Prepare electronic medical record data from the UK Biobank for time-to-event analyses
data-processing electronic-medical-records r r-package rstats rstats-package time-to-event uk-biobank
Last synced: 09 Apr 2025
https://github.com/contefranz/msmtools
msmtools introduces a fast and general method for restructuring classical longitudinal datasets into augmented ones.
markov-model msm multi-state-models r-package survival-analysis time-to-event
Last synced: 05 Apr 2025
https://github.com/adibender/pammtutorial-smj
Code and materials to reproduce graphics in "A generalized additive model approach to time-to-event analysis"
generalized-additive-models latex piece-wise-exponential r rstats supplemental-materials survival-analysis time-to-event tutorial
Last synced: 08 Apr 2025
https://github.com/mccarthy-m-g/alda
An R data package for the book "Applied longitudinal data analysis: Modeling change and event occurrence" by Singer and Willett (2003).
data growth-curves longitudinal-data mixed-models nonlinear-mixed-models r r-package structural-equation-modeling survival-analysis time-to-event
Last synced: 06 Apr 2025
