jtimonen Goto Github PK

bda_course_aalto

Bayesian Data Analysis course at Aalto

cheatsheets

My cheatsheets

chess

cmdstan

CmdStan, the command line interface to Stan

darts-simulator

docs

Online documentation for Stan language and platform

fcvae

full-stack-open

Full Stack Open course exercises

hdviz

Customized high-dimensional visualization in Python

helpful_stan_functions

hsgp-projpred

image-compression

Image compression using SVD.

jtimonen.github.io

Deployed personal website

lgpr

R-package for interpretable nonparametric modeling of longitudinal data using additive Gaussian processes. Contains functionality for inferring covariate effects and assessing covariate relevances. Various models can be specified using a convenient formula syntax.

lgpr-usage

Demos and experiments using the R package lgpr

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.

mc2

MCMC samplers in R

mmd-dashboard

An interactive Maximum Mean Discrepancy dashboard

numapprox-is

Reliable inference in Bayesian models which require numerical approximations

ode_mcmc

Probabilistic ODE model structure inference using MCMC

odeint-stan

ODE problems in Stan

odemodeling

R-package for building and fitting Bayesian ODE models in Stan

pacer

Simple online pace converter in HTML and JS.

personal-website

My personal static website created using Hugo

phonebook-backend

Backend for a phonebook app

projpred

Projection predictive variable selection

rcppexample

Example R-package using Rcpp.

simple-scvi

snake-game

A simple snake game in raw JS.

stan

Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.