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    15 repositories

    • kleinlab-statml.github.io

      Public
      HTML
      •0•0•0•0•Updated May 1, 2026May 1, 2026

    • AutoHist.jl

      Public
      Fast and automatic histogram construction in Julia
      Julia
      •
      MIT License
      •2•0•0•0•Updated Sep 23, 2025Sep 23, 2025

    • uncertainty-detection-autolabeling

      Public
      Implementation of several research papers focused on uncertainty estimation and auto-labeling within the context of object detection for autonomous driving appl…
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •8•0•0•0•Updated Apr 4, 2025Apr 4, 2025

    • dagstat25-distreg

      Public
      Material for the DagStat Tutorial "Distributional Regression – Models and Applications" by Nadja Klein and Lucas Kock
      R
      •2•3•0•0•Updated Mar 24, 2025Mar 24, 2025

    • weedsgalore

      Public
      Official implementation of the WACV 2025 paper WeedsGalore: A Multispectral and Multitemporal UAV-based Dataset for Crop and Weed Segmentation in Agricultural M…
      Python
      •
      Apache License 2.0
      •6•0•0•0•Updated Feb 19, 2025Feb 19, 2025

    • multGAMLSS

      Public
      Code for the paper "Truly Multivariate Structured Additive Distributional Regression" by Lucas Kock and Nadja Klein
      Python
      •1•0•0•0•Updated Feb 19, 2025Feb 19, 2025

    • DMLMM

      Public
      Code for the DMLMM as introduced in the paper "Deep mixture of linear mixed models for complex longitudinal data" by Lucas Kock, Nadja Klein and David J. Nott.
      Python
      •1•0•0•0•Updated Feb 18, 2025Feb 18, 2025

    • BoostingDAGs

      Public
      This repository contains the code for using boosting for causal discovery. The procedures are described at: https://arxiv.org/abs/2401.06523
      Python
      •1•0•0•0•Updated Feb 14, 2025Feb 14, 2025

    • .github

      Public
      0•0•0•0•Updated Oct 9, 2024Oct 9, 2024

    • CopBoostDepCens

      Public
      R
      •1•0•0•0•Updated Sep 18, 2024Sep 18, 2024

    • BoostDistCopReg_BinDiscMix

      Public
      This repository hosts the R code used to produce the simulations and application results of the manuscript titled "Boosting Distributional Copula Regression for…
      R
      •1•0•0•0•Updated Feb 29, 2024Feb 29, 2024

    • bctm_showcase

      Public
      R and C++ code for performing posterior inference for Bayesian Conditional Transformation models illustrated for three different applications.
      R
      •1•0•0•0•Updated Nov 29, 2023Nov 29, 2023

    • deepcure

      Public
      Jupyter Notebook
      •
      MIT License
      •1•0•0•0•Updated May 17, 2023May 17, 2023

    • kiwissen-bayesian-trajectory-prediction

      Public
      Framework for integrating prior knowledge into trajectory prediction models for autonomous driving via Bayesian continual learning.
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •5•0•0•0•Updated Nov 28, 2022Nov 28, 2022

    • varsel

      Public
      R code and BayesX scripts for effect selection and complexity reduction on basis of the Normal Beta Prime Spike and Slab Prior
      xBase
      •1•0•0•0•Updated Sep 23, 2021Sep 23, 2021
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