jakobzeitler

elements-of-partial-identification

grf

Generalized Random Forests

MatterhornStudioFlow-BoTorch

ac-bo-hackathon.github.io

aciccomp

Code to run submissions for the Atlantic Causal Inference Competition

ada-lfs-download

Self-driving laboratory for accelerated discovery of thin-film materials - data repository

Ada1929

Scripts for the Adafruit 1929 8x8 RGB board

bcf

Bayesian Causal Forests

botorch

Bayesian optimization in PyTorch

BoTorchGeneralOptApp

causal_inference_python_code

Python code for part 2 of the book Causal Inference, by Miguel Hernán and James Robins

CausalBayesianOptimization

Code for the Causal Bayesian Optimization algorithm (http://proceedings.mlr.press/v108/aglietti20a/aglietti20a.pdf)

cbed

Official implementation of the paper "Interventions, Where and How? Experimental Design for Causal Models at Scale", NeurIPS 2022.

counterfactual-fairness

Code for "Counterfactual Fairness" (NIPS2017)

daft

Render probabilistic graphical models using matplotlib

Datasets

DREAM4_Exporter

FR-OptApp

gryffin

interpretable-BO

As part of the AC Hackathon: Project 13: Interpretability of Bayesian Optimisation Campaigns

jakobzeitler.github.io

Jakob's personal page

joint_interventional_effects

Synthetic and semi-synthetic experiments for evaluating the approach to estimate joint interventional effects.

MFBO-OptApp

mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC-III database

notes-on-causal-inference

Some notes on Causal Inference, with examples in python

npcausal

Path-specific-Counterfactual-Fairness

SASC-CLeaR2023

Non-parametric identifiability and sensitivity analysis of synthetic control models

SlowChinese

慢速中文 Slow Chinese podcast mirror

sustainable-concrete