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Explainable Machine Learning in Survival Analysis

Survshap ⭐ 65

SurvSHAP(t): Time-dependent explanations of machine learning survival models

Tfdeepsurv ⭐ 52

COX Proportional risk model and survival analysis implemented by tensorflow.

Python/R library for feature selection in neural nets. ("Feature selection using Stochastic Gates", ICML 2020)

Deep_cox_mixtures ⭐ 20

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

Models By Example ⭐ 19

By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.

Easily Process a Batch of Cox Models

Integrative Survival Models

Dynamic Models for Survival Data

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Survival Analysis Cox Model (10)

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1-9 of 9 search results

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