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Chris Kennedy
developerPsychiatric AI; biostatistics PhD. {Targeted, deep, machine} learning, NLP, IRT, computer vision, EHRs.
Public projects
varimpact
Variable importance through targeted causal inference, with Alan Hubbard
Rcausal-inferencecv-tmleobservational-study
ck37r
R functions for project setup, data cleaning, machine learning, SuperLearner, parallelization, and targeted learning.
Rh2oaiparallelizationslurm
atlantic-causal-2017
Targeted Learning entry in the Atlantic Causal Inference Conference's 2017 competition
Racicatlantic-causal-inferencecausal-inference
clinsent
Estimate sentiment in clinical notes via keywords or deep learning models
Pythonclinical-nlpclinical-notesclinical-sentiment
acic-tmle-2018
Targeted learning entry for the Atlantic Causal Inference Conference's 2018 data challenge
R
