Simon Dirmeier

datastructures. :rocket: Implementation of core data structures for R

sbijax. Simulation-based inference in JAX

diffusr. Network diffusion algorithms in R.

netReg. :bar_chart: Generalized linear regression models with network-regularization in R.

ramsey. Probabilistic deep learning using JAX

structure-learning-with-pymc. Demo how one could use PyMC3 to learn the structure of a Bayesian network.

dataframe. A data-frame that uses method piping in Python

docker-nginx-vue-express-node-sqlite-app-template. A template for web-apps

cluedo. :male_detective: Crito, we owe a rooster to Asclepius. Please, don't forget to pay the debt!

bayesian-networks-introduction. :bar_chart: Introduction to Bayesian Networks.

surjectors. Surjection layers for density estimation with normalizing flows

R--. An interpreter for R in C++

mixed-models. Reference implementations for (generalized) linear mixed models.

reconcile. :open_hands: Probabilistic reconciliation of time series forecasts

consistency-flow-matching. Flow and consistency matching in Flax

denoising-diffusion-operators. Denoising diffusion operators in Flax

dmvi. Diffusion model variational inference

blaxbird. A high-level API to build and train NNX models at scale

hierarchical-vqvae. A hierarchical VQ-VAE implementation in Flax

rectified-flow. A rectified flow implementation in Flax

dockerfiles. A collection of docker files

cpe. Causal posterior estimation

diffusion-transformer. A diffusion transformer implementation in Flax

cookiecutter-hatch. Hatch cookiecutter template

cookiecutter-pytorch-lightning. Pytorch Lightning ML template

rstansequential. Ordinal sequential regression models in R

cookiecutter-uv. uv cookiecutter template

clad. Reverse-mode autodiff for Clojure

dotfiles. Collection of dotfiles.

dirmeier.github.io. My personal webpage

modelframe. Compute fixed and random effects model matrices in Python

fybdthemes. Color palettes and plot themes

cookiecutter-applied-research-project. Applied ML research project template