Pinned Repositories
full-stack-open
Full Stack Open course exercises
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
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
odemodeling
R-package for building and fitting Bayesian ODE models in Stan
stan-external-cpp
Using external C++ code with Stan
stan_numerical_solvers
Studying numerical solvers (mainly ODE) in Stan.
vaes-for-music
Generating music using variational autoencoders.
jtimonen's Repositories
jtimonen/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.
jtimonen/odemodeling
R-package for building and fitting Bayesian ODE models in Stan
jtimonen/lgpr-usage
Demos and experiments using the R package lgpr
jtimonen/full-stack-open
Full Stack Open course exercises
jtimonen/mmd-dashboard
An interactive Maximum Mean Discrepancy dashboard
jtimonen/numapprox-is
Reliable inference in Bayesian models which require numerical approximations
jtimonen/stan-external-cpp
Using external C++ code with Stan
jtimonen/stan_numerical_solvers
Studying numerical solvers (mainly ODE) in Stan.
jtimonen/stanbreaker
An R-package with some Stan utilities
jtimonen/BDA_course_Aalto
Bayesian Data Analysis course at Aalto
jtimonen/chess
jtimonen/cmdstan
CmdStan, the command line interface to Stan
jtimonen/darts-simulator
jtimonen/docs
Online documentation for Stan language and platform
jtimonen/fcVAE
jtimonen/hdviz
Customized high-dimensional visualization in Python
jtimonen/helpful_stan_functions
jtimonen/hsgp-projpred
jtimonen/jtimonen.github.io
Deployed personal website
jtimonen/lgpr2
R package for approximate GP modeling of longitudinal data
jtimonen/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.
jtimonen/odeint-stan
ODE problems in Stan
jtimonen/pacer
Simple online pace converter in HTML and JS.
jtimonen/personal-website
My personal static website created using Hugo
jtimonen/phonebook-backend
Backend for a phonebook app
jtimonen/projpred
Projection predictive variable selection
jtimonen/RcppExample
Example R-package using Rcpp.
jtimonen/simple-scvi
jtimonen/snake-game
A simple snake game in raw JS.
jtimonen/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.