zecevic-matej Goto Github PK

cdg

The official repository of the Causality Discussion Group. As of now, the scraper for the paper list is the only code element of the group.

color_refinement

Dimension Reduction via Colour Refinement (Grohe et al. https://arxiv.org/pdf/1307.5697.pdf)

essai-2023-causality

European Summer School on AI Course "Machines Climbing Pearl's Ladder of Causation"

finding-structure-and-causality-in-linear-programs

Official code repository for ICLR 2022 WS OSC Paper.

gan_transforming_faces

Transform the faces of your family & friends using neural nets [Deep Learning: Architectures and Methods Course Project]

hidden-confounder-attacks

We establish a connection between Structural Causal Models and Mathematical Programs that reveals adversarial attacks (beyond the scope of deep neural networks and classification) on Perturbed Optimizers determined by confounders.

ispn

Code repository to the corresponding NeurIPS 2021 Publication.

kick_tip

Trying to predict the outcome for a given football matchup using (statistical) learning methods.

not-all-causal-inference-is-the-same

Official code repository to the corresponding paper.

organize_goffice

Feel free to use and modify this to organize your Google "Office" (Docs, Sheets, etc.) a bit easier.

smlw-causality-tutorial

Eastern European Machine Learning Summer School (EEML) Workshop Series 2022. Tutorial on Causality for the Serbian Machine Learning Workshop on Deep Learning and Reinforcement Learning.

ssds-causal-ml