csetraynor Goto Github PK

simsurv

Simulate Survival Data

simtte

Simulate bespoke time-to-event models

sklearn_tutorial

Materials for my scikit-learn tutorial

smirf

Multiple imputation of missing data via missForest and fast implementation of random forests

smoothhazard

Smooth Hazard Models for Interval-Censored Data with Applications to Survival and Illness-Death Models

snakemake

This is the development home of the workflow management system Snakemake. For general information, see

spark

Apache Spark

splines_in_stan

Implementation of B-Splines in Stan

stan

Stan development repository (home page is linked below). The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.

stan-book

Repository for book "Bayesian Statistics Using Stan", text files in Rmarkdown, plus example data, Stan models, and scripts

stan-survival-shrinkage

Bayesian linear survival analysis with shrinkage priors in Stan

stansensitivity

Tools for automatically generating local sensitivity measures in Stan.

stansurv

Bayesian Survival Analysis using Stan

statistical-rethinking-solutions

Solutions of practice problems from the Richard McElreath's "Statistical Rethinking" book.

stellarium

Stellarium is a free GPL software which renders realistic skies in real time with OpenGL. It is available for Linux/Unix, Windows and MacOSX. With Stellarium, you really see what you can see with your eyes, binoculars or a small telescope.

stm-metaanalysis-clearscience

survbayes

Tools for bayesian survival-regression, with Stan and MAP

survbayes2

survbayes2

survcomp

R package for performance assessment and comparison for survival analysis

survhe

Survival analysis in health economic evaluation Contains a suite of functions to systematise the workflow involving survival analysis in health economic evaluation. survHE can fit a large range of survival models using both a frequentist approach (by calling the R package flexsurv) and a Bayesian perspective.

survival-support-vector-machine

Fast Training of Support Vector Machines for Survival Analysis

survivalstan

Library of Stan Models for Survival Analysis

survminer

Survival Analysis and Visualization

symbolic-metamodeling

Codebase for the NeurIPS 2019 paper: "Demystifying Black-box Models with Symbolic Metamodels", by A. M. Alaa and M. van der Schaar.

sympeng2019

Materials for the Symposium of Engineering 2019

tabnet

PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

tabnet-1

An R implementation of TabNet

tabnet-modified

Modification of TabNet as suggested in the Medium article, "The Unreasonable Ineffectiveness of Deep Learning on Tabular Data"

tabula

Tabula is a tool for liberating data tables trapped inside PDF files

targets

Function-oriented Make-like declarative workflows for R