10 results found Sort:

autonlab
auton-survival autonlab
74
330
mit
10
Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events
python regression data-science deep-learning time-to-event causal-inference graphical-models machine-learning survival-analysis reliability-analysis counterfactual-inference
Created 2020-04-01
371 commits to master branch, last one about a year ago
sktime
skpro sktime
47
251
bsd-3-clause
12
A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python
ai python sktime sklearn framework prediction regression data-science distributions time-to-event survival-models machine-learning survival-analysis failure-prediction survival-prediction distributional-regression probability-distributions
Created 2017-09-11
470 commits to main branch, last one 15 days ago
robi56
Survival-Analysis-using-Deep-Learning robi56
67
214
unknown
19
This repository contains morden baysian statistics and deep learning based research articles , software for survival analysis
healthcare time-series deep-learning time-to-event cancer-research machine-learning survival-analysis bayesian-inference gaussian-processes
Created 2018-02-06
13 commits to master branch, last one 3 years ago
kokikwbt
predictive-maintenance kokikwbt
31
106
mit
3
Datasets for Predictive Maintenance
phm anomaly automation industry-4 degradation forecasting time-series time-to-event ai-engineering event-to-event run-to-failure machine-learning anomaly-detection survival-analysis time-series-analysis remaining-useful-life run-to-failure-models predictive-maintenance condition-based-maintenance prognosis-and-health-management
Created 2021-11-01
32 commits to main branch, last one about a year ago
ModelOriented
survex ModelOriented
10
104
gpl-3.0
7
Explainable Machine Learning in Survival Analysis
r xai shap cox-model r-package brier-scores biostatistics censored-data time-to-event cox-regression explainable-ai explainable-ml interpretable-ml machine-learning survival-analysis variable-importance explanatory-model-analysis explainable-machine-learning interpretable-machine-learning probabilistic-machine-learning
Created 2022-08-31
480 commits to main branch, last one 6 months ago
MI2DataLab
survshap MI2DataLab
15
82
mit
6
SurvSHAP(t): Time-dependent explanations of machine learning survival models
cph xai shap model machine censored learning survival cox-model explainable brier-scores biostatistics interpretable time-to-event cox-regression explainable-ai machinelearning survival-analysis variable-importance probabilistic-machine-learning
Created 2022-08-03
92 commits to main branch, last one 12 months ago
JuliaStats
Survival.jl JuliaStats
23
73
mit
9
Survival analysis in Julia
julia statistics kaplan-meier time-to-event cox-regression survival-analysis
Created 2017-04-04
97 commits to main branch, last one 6 months ago
RyanWangZf
SurvTRACE RyanWangZf
10
45
mit
3
SurvTRACE: Transformers for Survival Analysis with Competing Events
time-to-event survival-analysis
Created 2021-10-01
18 commits to main branch, last one about a year ago
sauravmishra1710
Heart-Failure-Condition-And-Survival-Analysis sauravmishra1710
17
41
unknown
1
Perform a survival analysis based on the time-to-event (death event) for the subjects. Compare machine learning models to assess the likelihood of a death by heart failure condition. This can be used ...
lgbm heartfailure time-to-event cox-regression machine-learning kaplan-meier-plot kaplanmeierfitter survival-analysis xgboost-algorithm data-visualization healthcare-datasets healthcare-application cardiovascular-diseases exploratory-data-analysis machine-learning-algorithms
Created 2020-10-10
239 commits to master branch, last one 2 years ago
vollmersj
SurvivalAnalysis.jl vollmersj
3
31
mit
3
A survival analysis interface for Julia
julia time-to-event survival-analysis
Created 2022-06-18
330 commits to main branch, last one 2 years ago