BIPS

innsight

Interpretability methods to analyze the behavior and individual predictions of modern neural networks in R.

pvm

A collection of signal detection methods used in the field of pharmacovigilance

arfpy

Python implementation of adversarial random forests for density estimation and generative modelling

arf

Adversarial Random Forests

cpi

CPI: Conditional Predictive Impact

arf_paper

Code and materials to reproduce adversarial RF paper

APTS_Causal_Inference

Practicals for the APTS Module "Causal Inference"

DataTrainCausalLearning

Practicals for the Data Train Course "Causal learning" 2021 (V Didelez)

srsim

An R package for simulating spontaneous reports

datatrain_workshop_ml

Workshop / hands-on component to the Data Train ML workshop

iml_bremen_2023

Exercises for the Lecture in Interpretable Machine Learning taught at the University of Bremen in 2023

countARFactuals

This repository contains the code for the countARFactuals paper.

expard

A simulator for EHC data and an algorithm to fit eight exposure models to data of this kind

JSS_innsight

Toward_Understanding_Disagreement_Problem

acceleep

Code for the master thesis re: Accelerometry-Based Prediction of Energy Expenditure […]

bips-hb.r-universe.dev

Index for the r-universe repository

bipsdown

RMarkdown templates with BIPS styles

borda

Signal detection using borda counts

bsscomparison

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

ccg-childhood-obesity

Analysis code

CVN

Covariate-varying Networks

expard-application

An application of the expard models on real-world data

expard-simulation-study

The simulation study for the exposure model paper

IMLSA_2024

This repository contains code accompanying the paper "Interpretable Machine Learning for Survival Analysis"

simpleRF_maxStat

simtracker

An R package designed for tracking and management of simulation studies for both the BIPS workstation and local machines

synthcity

A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.

unfooling_shapley

wflsa

Weighted Fused Lasso Signal Approximator (wFLSA)