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Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events
Created
2020-04-01
371 commits to master branch, last one about a year ago
A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python
Created
2017-09-11
468 commits to main branch, last one 3 days ago
This repository contains morden baysian statistics and deep learning based research articles , software for survival analysis
Created
2018-02-06
13 commits to master branch, last one 3 years ago
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
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 5 months ago
SurvSHAP(t): Time-dependent explanations of machine learning survival models
Created
2022-08-03
92 commits to main branch, last one 10 months ago
Survival analysis in Julia
Created
2017-04-04
97 commits to main branch, last one 5 months ago
SurvTRACE: Transformers for Survival Analysis with Competing Events
Created
2021-10-01
18 commits to main branch, last one about a year ago
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 ...
Created
2020-10-10
239 commits to master branch, last one 2 years ago
A survival analysis interface for Julia
Created
2022-06-18
330 commits to main branch, last one about a year ago