Aleksander Molak's starred repositories
causal-chamber
Dataset repository for the 2024 paper "The Causal Chambers: Real Physical Systems as a Testbed for AI Methodology" by Juan L. Gamella, Jonas Peters and Peter Bühlmann.
detect-hidden-confounding
This repository is the official implementation of Detecting hidden confounding in observational data using multiple environments.
Causality4NLP_Papers
A reading list for papers on causality for natural language processing (NLP)
huber-causal-analysis
Jupyter Notebook adaptation of the code from Huber (2023) - Causal Analysis
Depth-Anything
[CVPR 2024] Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data. Foundation Model for Monocular Depth Estimation
MSE_Spring2024
The materials for the Spring Mathematics in Materials course at the UTK MSE
causalinference_crashcourse
Causal Inference Crash Course for Scientists - contains slides and Jupyter notebooks
fortitudo.tech
Conditional Value-at-Risk (CVaR) portfolio optimization and Entropy Pooling views / stress-testing in Python.
pywhy-stats
Python package for (conditional) independence testing and statistical functions related to causality.
awesome-causal-inference
A curated list of causal inference libraries, resources, and applications.
Causal-Inference-and-Discovery-in-Python
Causal Inference and Discovery in Python by Packt Publishing
UTK-Spring-2023---Automated-Experiment
Spring 2023 seminar on automated experiment