dirmeier/structure-learning-with-pymc

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Python
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GNU General Publi...
Created about 5 years ago
Updated over 4 years ago

dirmeier/structure-learning-with-pymc

dirmeier

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Demo how one could use PyMC3 to learn the structure of a Bayesian network.

datastructures

🚀 Implementation of core data structures for R

diffusr

Network diffusion algorithms in R.

essential-R

📘 Essential tools and libraries for programming in R

sbijax

Simulation-based inference in JAX

netReg

📊 Generalized linear regression models with network-regularization in R.

etudes

🎶 A collection of études on probabilistic models.

dataframe

A data-frame that uses method piping in Python

greta.lme

a greta extension for hierarchical models

docker-nginx-vue-express-node-sqlite-app-template

A template for web-apps

cluedo

🕵️‍♂️ Crito, we owe a rooster to Asclepius. Please, don't forget to pay the debt!

R--

An interpreter for R in C++

bayesian-networks-introduction

📊 Introduction to Bayesian Networks.

dag-gnn

A variational autoencoder to learn the DAG of a structural equations model

reconcile

👐 Probabilistic reconciliation of time series forecasts

ggpixel

Pixel art with ggplot.

mixed-models

Reference implementations for (generalized) linear mixed models.

jar

Reverse-mode autodiff for R

probabilistic-models-introduction

📊 Demos for the probabilistic modeling exercise.

gpR

Gaussian processes for machine learning in R and FORTRAN.

dockerfiles

A collection of docker files

pybind11-package-template

A template for pybind11 python packages

cookiecutter-hatch

Hatch cookiecutter template

ssnl

Simulation-based inference using SSNL

rectified-flow

A rectified flow implementation in Flax

surjectors

Surjection layers for density estimation with normalizing flows

rstansequential

Ordinal sequential regression models in R

fybdthemes

Color palettes and plot themes

dotfiles

Collection of dotfiles.

ramsey

Probabilistic modelling using Haiku and JAX

cpp-package-template

A template for C++ projects

modelframe

Compute fixed and random effects model matrices in Python

clad

Reverse-mode autodiff for Clojure

cookiecutter-python-ml-project

ML project cookiecutter template

database-app

A android app for querying my book and CD data bases.

dirmeier.github.io

My personal webpage

github-language-statistics

Compute a GitHub user's most frequently used languages.

dmvi

Diffusion models for probabilistic programming

Jupyter Notebook

on-philosophy-of-science

📚 A collection of references on philosophy of science.

diffusion-transformer

A diffusion transformer implementation in Flax

cookiecutter-rye

Rye cookiecutter template

denoising-diffusion-operators

Denoising diffusion operators in Flax