34 results found Sort:

CamDavidsonPilon
lifelines CamDavidsonPilon
560
2.4k
mit
70
Survival analysis in Python
python statistics data-science cox-regression survival-analysis maximum-likelihood reliability-analysis
Created 2013-08-28
2,311 commits to master branch, last one 22 days ago
mlr-org
mlr mlr-org
405
1.6k
other
106
Machine Learning in R
r mlr cran tuning learners stacking tutorial r-package clustering regression statistics data-science classification machine-learning feature-selection survival-analysis predictive-modeling imbalance-correction multilabel-classification hyperparameters-optimization
Created 2013-08-29
4,812 commits to master branch, last one 3 months ago
sebp
scikit-survival sebp
216
1.1k
gpl-3.0
23
Survival analysis built on top of scikit-learn
python scikit-learn machine-learning survival-analysis
Created 2016-12-26
1,161 commits to master branch, last one 5 days ago
havakv
pycox havakv
191
823
bsd-2-clause
15
Survival analysis with PyTorch
python pytorch deep-learning neural-networks machine-learning survival-analysis
Created 2018-02-12
308 commits to master branch, last one 2 months ago
square
pysurvival square
109
353
apache-2.0
19
Open source package for Survival Analysis modeling
numpy python pytorch deep-learning machine-learning survival-analysis
Created 2019-03-29
24 commits to master branch, last one 5 years ago
MatthewReid854
reliability MatthewReid854
78
340
lgpl-3.0
20
Reliability engineering toolkit for Python - https://reliability.readthedocs.io/en/latest/
python modeling simulation statistics data-science weibull-analysis survival-analysis reliability-engineering maximum-likelihood-estimation
Created 2019-07-22
1,868 commits to master branch, last one 11 months ago
autonlab
auton-survival autonlab
75
324
mit
9
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
loft-br
xgboost-survival-embeddings loft-br
52
321
apache-2.0
84
Improving XGBoost survival analysis with embeddings and debiased estimators
machine-learning survival-analysis
Created 2021-01-13
77 commits to main branch, last one about a month ago
sktime
skpro sktime
46
248
bsd-3-clause
11
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
468 commits to main branch, last one 3 days ago
robi56
Survival-Analysis-using-Deep-Learning robi56
67
213
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
archd3sai
Customer-Survival-Analysis-and-Churn-Prediction archd3sai
67
181
mit
3
In this project, I have utilized survival analysis models to see how the likelihood of the customer churn changes over time and to calculate customer LTV. I have also implemented the Random Forest mod...
hazard shap-values data-analysis random-forest explainable-ai flask-application survival-analysis partial-dependence-plot customer-churn-prediction customer-survival-analysis
Created 2019-03-20
99 commits to master branch, last one 4 years ago
gpstuff-dev
gpstuff gpstuff-dev
61
170
gpl-3.0
23
GPstuff - Gaussian process models for Bayesian analysis
mcmc octave bayesian regression classification spatial-analysis survival-analysis bayesian-inference gaussian-processes covariance-functions bayesian-optimization variational-inference expectation-propagation
Created 2014-08-28
2,094 commits to develop branch, last one about a year ago
rk2900
DRSA rk2900
57
139
unknown
8
Deep Recurrent Survival Analysis, an auto-regressive deep model for time-to-event data analysis with censorship handling. An implementation of our AAAI 2019 paper and a benchmark for several (Python) ...
data-science deep-learning machine-learning survival-analysis
Created 2018-02-10
74 commits to master branch, last one 3 years ago
mlr-org
mlr3proba mlr-org
20
130
lgpl-3.0
13
Probabilistic Learning for mlr3
r mlr3 r-package machine-learning survival-analysis density-estimation supervised-learning probabilistic-regression probabilistic-supervised-learning
Created 2019-07-25
1,800 commits to main branch, last one 26 days ago
vanderschaarlab
autoprognosis vanderschaarlab
27
119
apache-2.0
3
A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.
automl healthcare interpretability survival-analysis
Created 2022-01-03
91 commits to main branch, last one about a year ago
tylermorganwall
skpr tylermorganwall
15
115
gpl-3.0
12
Generates and evaluates D, I, A, Alias, E, T, G, and custom optimal designs. Supports generation and evaluation of mixture and split/split-split/N-split plot designs. Includes parametric and Monte Car...
r power rstats monte-carlo linear-models optimal-designs linear-regression survival-analysis split-plot-designs design-of-experiments
Created 2016-07-05
616 commits to master branch, last one 4 months ago
kokikwbt
predictive-maintenance kokikwbt
30
103
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
102
gpl-3.0
8
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
liupei101
TFDeepSurv liupei101
27
101
mit
3
COX Proportional risk model and survival analysis implemented by tensorflow.
cox-model tensorflow deeplearning cox-regression survival-analysis
This repository has been archived (exclude archived)
Created 2018-11-01
49 commits to master branch, last one 3 years ago
einatboro
awesome-survival-analysis einatboro
11
92
unknown
6
Resources for Survival Analysis
cox-regression competing-risks kaplan-meier-plot survival-analysis time-to-event-prediction time-dependent-covariates proportional-hazards-models
Created 2024-01-08
26 commits to main branch, last one about a month ago
MI2DataLab
survshap MI2DataLab
15
81
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 10 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 5 months ago
Novartis
torchsurv Novartis
7
71
mit
8
Deep survival analysis made easy
pytorch deep-learning survival-analysis
Created 2024-02-29
117 commits to main branch, last one 12 days ago
huangzhii
SALMON huangzhii
22
69
unknown
3
SALMON: Survival Analysis Learning with Multi-Omics Neural Networks
co-expression deep-learning neural-networks machine-learning survival-analysis
Created 2019-01-21
25 commits to master branch, last one 26 days ago
nt-williams
lmtp nt-williams
18
61
agpl-3.0
6
:package: Non-parametric Causal Effects Based on Modified Treatment Policies :crystal_ball:
statistics censored-data causal-inference machine-learning longitudinal-data robust-statistics survival-analysis targeted-learning precision-medicine nonparametric-statistics stochastic-interventions modified-treatment-policy
Created 2020-03-30
677 commits to master branch, last one 4 months ago
drizopoulos
JMbayes drizopoulos
24
59
unknown
11
Joint Models for Longitudinal and Survival Data using MCMC
joint-models prediction-model survival-analysis longitudinal-responses
Created 2015-09-16
300 commits to master branch, last one 3 years ago
julianspaeth
random-survival-forest julianspaeth
8
59
other
3
A Random Survival Forest implementation for python inspired by Ishwaran et al. - Easily understandable, adaptable and extendable.
python random-forest machine-learning survival-analysis survival-prediction random-survival-forests
Created 2019-08-07
81 commits to master branch, last one 9 days ago
soda-inria
hazardous soda-inria
13
57
mit
7
Competing Risks and Survival Analysis
data-science competing-risks machine-learning gradient-boosting survival-analysis
Created 2023-05-15
188 commits to main branch, last one 4 days ago
ActuarialIntelligence
Base ActuarialIntelligence
4
51
bsd-3-clause
1
https://www.researchgate.net/profile/Rajah_Iyer
sql hadoop oracle annuity n-layer readers z-spread kaplan-meier householderqr interpolation fluid-reporting graphics-engine survival-analysis chapman-kolmogorov domain-driven-design miningstructure-reader black-and-scholes-pricing domain-driven-designstyle framework-actuarial-reporting self-augmenting-mining-structures
Created 2018-03-01
155 commits to master branch, last one 3 months ago
arturomoncadatorres
deepsurvk arturomoncadatorres
19
49
mit
2
Implementation of DeepSurv using Keras
keras tensorflow2 data-science deep-learning survival-analysis
Created 2020-07-17
145 commits to master branch, last one about a year ago