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    61 repositories

    • IMLSA_2024

      Public
      This repository contains code accompanying the paper "Interpretable Machine Learning for Survival Analysis"
      R
      •0•0•0•0•Updated Oct 14, 2024Oct 14, 2024

    • arf

      Public
      Adversarial Random Forests
      R
      •
      GNU General Public License v3.0
      •2•11•0•0•Updated Oct 10, 2024Oct 10, 2024

    • interact-workshop

      Public
      Website for the InterACT workshop
      TeX
      •0•0•0•0•Updated Oct 1, 2024Oct 1, 2024

    • APTS_Causal_Inference

      Public
      Practicals for the APTS Module "Causal Inference"
      HTML
      •
      GNU General Public License v3.0
      •1•9•0•0•Updated Sep 13, 2024Sep 13, 2024

    • innsight

      Public
      Interpretability methods to analyze the behavior and individual predictions of modern neural networks in R.
      R
      •
      Other
      •4•26•0•1•Updated Aug 23, 2024Aug 23, 2024

    • cvn-case-study

      Public
      Code to reproduce the results of the case study from the paper "Inferring High-Dimensional Dynamic Networks Changing with Multiple Covariates"
      R
      •0•0•0•0•Updated Aug 2, 2024Aug 2, 2024

    • wFLSA-paper

      Public
      R
      •0•0•0•0•Updated Jul 25, 2024Jul 25, 2024

    • CVNStudy

      Public
      Simulation study using the CVN model
      R
      •0•0•0•0•Updated May 27, 2024May 27, 2024

    • CVN

      Public
      Covariate-varying Networks
      graphical-modelsr-packagenetwork-analysishigh-dimensional-statistics
      R
      •1•0•0•1•Updated May 14, 2024May 14, 2024

    • acceleep

      Public
      Code for the master thesis re: Accelerometry-Based Prediction of Energy Expenditure […]
      deep-learningmaster-thesisaccelerometer-data
      R
      •
      Other
      •0•0•0•0•Updated Apr 25, 2024Apr 25, 2024

    • countARFactuals

      Public
      This repository contains the code for the countARFactuals paper.
      R
      •0•1•0•0•Updated Apr 12, 2024Apr 12, 2024

    • wflsa

      Public
      Weighted Fused Lasso Signal Approximator (wFLSA)
      lassolasso-regressionfused-lasso
      R
      •0•0•0•0•Updated Apr 10, 2024Apr 10, 2024

    • simtracker

      Public
      An R package designed for tracking and management of simulation studies for both the BIPS workstation and local machines
      R
      •0•0•0•0•Updated Mar 28, 2024Mar 28, 2024

    • borda

      Public
      Signal detection using borda counts
      R
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Mar 18, 2024Mar 18, 2024

    • Toward_Understanding_Disagreement_Problem

      Public
      R
      •0•0•0•0•Updated Mar 18, 2024Mar 18, 2024

    • arfpy

      Public
      Python implementation of adversarial random forests for density estimation and generative modelling
      Jupyter Notebook
      •
      MIT License
      •1•23•1•0•Updated Mar 13, 2024Mar 13, 2024

    • ccg-childhood-obesity

      Public
      Analysis code
      HTML
      •
      GNU General Public License v3.0
      •0•1•0•0•Updated Mar 13, 2024Mar 13, 2024

    • cpi

      Public
      CPI: Conditional Predictive Impact
      R
      •7•11•1•4•Updated Feb 27, 2024Feb 27, 2024

    • bips-hb.r-universe.dev

      Public
      Index for the r-universe repository
      0•0•0•0•Updated Feb 11, 2024Feb 11, 2024

    • srsim

      Public
      An R package for simulating spontaneous reports
      simulatorbinary-datapharmacovigilance
      R
      •
      GNU General Public License v3.0
      •1•5•0•1•Updated Feb 6, 2024Feb 6, 2024

    • pvm

      Public
      A collection of signal detection methods used in the field of pharmacovigilance
      pharmacovigilance
      R
      •
      GNU General Public License v3.0
      •7•25•0•1•Updated Feb 5, 2024Feb 5, 2024

    • iml_bremen_2023

      Public
      Exercises for the Lecture in Interpretable Machine Learning taught at the University of Bremen in 2023
      Jupyter Notebook
      •2•2•0•0•Updated Jan 8, 2024Jan 8, 2024

    • JSS_innsight

      Public
      PureBasic
      •0•0•0•0•Updated Jan 5, 2024Jan 5, 2024

    • expard-simulation-study

      Public
      The simulation study for the exposure model paper
      R
      •0•0•0•0•Updated Dec 6, 2023Dec 6, 2023

    • DataTrainCausalLearning

      Public
      Practicals for the Data Train Course "Causal learning" 2021 (V Didelez)
      R
      •3•4•0•0•Updated Dec 5, 2023Dec 5, 2023

    • expard

      Public
      A simulator for EHC data and an algorithm to fit eight exposure models to data of this kind
      R
      •
      GNU General Public License v3.0
      •0•1•0•0•Updated Dec 1, 2023Dec 1, 2023

    • expard-application

      Public
      An application of the expard models on real-world data
      R
      •0•0•0•0•Updated Dec 1, 2023Dec 1, 2023

    • simpleRF_maxStat

      Public
      R
      •0•0•0•0•Updated Aug 31, 2023Aug 31, 2023

    • bsscomparison

      Public
      Generates all the results from the paper "When choosing the best subset is not the best choice” by M. Hanke, L. Dijkstra, R. Foraita and V. Didelez
      R
      •0•0•0•0•Updated Aug 8, 2023Aug 8, 2023

    • bipsdown

      Public
      RMarkdown templates with BIPS styles
      TeX
      •
      Creative Commons Attribution 4.0 International
      •0•0•0•0•Updated Jul 29, 2023Jul 29, 2023