detcitty

example-models

Example models for Stan

100DaysOfCode

american-indian

booklist-express-api

cpp_starter_project

A template CMake project to get you started with C++ and tooling

dotfiles

My configuration files (.screenrc, .vimrc, .weechat, .bashrc, .gitconfig, etc)

hiv

intro-numerical-methods

Jupyter notebooks and other materials developed for the Columbia course APMA 4300

MakeoverMonday

I am participating in Makeover Monday to become a better data visualization developer.

msd-final-project

Modeling Social Data Final Project

my-blog

My personal blog.

loo

MakeoverMonday2020

math

The Stan Math Library is a C++ template library for automatic differentiation of any order using forward, reverse, and mixed modes. It includes a range of built-in functions for probabilistic modeling, linear algebra, and equation solving.

msd-homework

Model Social Data homework

msd2017-notes

Scribe notes for Modeling Social Data, Columbia University (Spring 2017)

numerical-methods-pdes

Jupyter notebook class notes for Numerical Methods for PDEs

PSIS

Pareto smoothed importance sampling (PSIS) and PSIS leave-one-out cross-validation for Matlab/Octave

pystan

PyStan: Python interface to Stan

PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

react-booklist

rstan

RStan, the R interface to Stan

rstanarm

rstanarm R package for Bayesian applied regression modeling

sewnyc

stat4205

Web-Dev-For-Beginners

24 Lessons, 12 Weeks, Get Started as a Web Developer