Brent Richards's starred repositories
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
mxnet-the-straight-dope
An interactive book on deep learning. Much easy, so MXNet. Wow. [Straight Dope is growing up] ---> Much of this content has been incorporated into the new Dive into Deep Learning Book available at https://d2l.ai/.
mimic-code
MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases
sepsis3-mimic
Evaluation of the Sepsis-3 guidelines in MIMIC-III
mortality-prediction
Real time mortality prediction in the MIMIC-III database
echo-mimiciii
Transthoracic echocardiography and mortality in sepsis: analysis of the MIMIC-III database
ICU72hReadmissionMIMICIII
Prediction of ICU Readmissions Using Data at Patient Discharge using MIMICIII Database
MIMIC-IV-Win
For local installation of MIMIC IV on a Windows machine, on Postgresql 13 and using PGAdmin
ANZICS-datathon
Notebooks for ANZICS data