van_der_Schaar \LAB

Results 10 repositories owned by van_der_Schaar \LAB

mlforhealthlabpub

408
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168
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Machine Learning and Artificial Intelligence for Medicine.

hyperimpute

141
Stars
13
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A framework for prototyping and benchmarking imputation methods

autoprognosis

91
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26
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A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.

clairvoyance

117
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29
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Clairvoyance: a Unified, End-to-End AutoML Pipeline for Medical Time Series

synthcity

373
Stars
49
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A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.

temporai

89
Stars
19
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TemporAI: ML-centric Toolkit for Medical Time Series

Interpretability

56
Stars
3
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Resources for Machine Learning Explainability

MIRACLE

22
Stars
3
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survivalgan

15
Stars
2
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SurvivalGAN: Generating Time-to-Event Data for Survival Analysis