steffen-ventz Goto Github PK

2018-stancon-notebook

Notebook submission for StanCon 2018

2022-isba-bnpci

Github repo for the BNP Causal Inference short course

bayesian_tree

bfda

Matlab toolbox for Bayesian functional data analysis

censored-data-in-jags

conformal-prediction

Lightweight, useful implementation of conformal prediction on real data.

conformal_classification

Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).

counterfactualfairness.jl

efficientcausalmetaanalysis

ggmprojpred

Bayesian graphical models estimated with projection predictive selection

gpbart

Implementation of GP-BART algorithm.

infoggm

intro_bayesian_causal

Repository for Introduction to Bayesian Estimation of Causal Effects

intro_to_bart

A presentation introducing Bayesian Additive Regression Trees (BART)

ksd-bayes

Experiment Code for "Robust Generalised Bayesian Inference for Intractable Likelihoods" (https://arxiv.org/abs/2104.07359)

ltt

Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control

multipleplatformbayesiannetworks

Associated files for Shaddox, E., Peterson, C.B., Stingo, F.C., Hanania, N., Cruickshank-Quinn, C., Kechris, K., Bowler, R. and Vannucci, M. (2018) Bayesian Inference of Networks Across Multiple Sample Groups and Data Types. Biostatistics, invited revision.

normalizingflows.jl

npl_mmd_project

obayes_learn_interv_essential_graphs

pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

pytorch-normalizing-flows

Normalizing flows in PyTorch. Current intended use is education not production.

sbfa

Integrative Analysis of Multi-omics and Imaging Data with Incorporation of Biological Information via Structural Bayesian Factor Analysis

slimtutorials

Tutorials for the 2021 ML4Seismic Partners Meeting

steffen-ventz.github.io

vae_julia

Julia implementation of Variational Auto Encoder (VAE) model

variational-inference-with-normalizing-flows

Reimplementation of Variational Inference with Normalizing Flows (https://arxiv.org/abs/1505.05770)

yang-zhang.github.io

zzpaper

append code to Corbella 2022