causal-representation-learning topic

Causal Discovery in Python. It also includes (conditional) independence tests and score functions.

py-why

[NeurIPS 2022] Learning Causally Invariant Representations for Out-of-Distribution Generalization on Graphs

LFhase

Code repository of the paper "CITRIS: Causal Identifiability from Temporal Intervened Sequences" and "iCITRIS: Causal Representation Learning for Instantaneous Temporal Effects"

phlippe

Official code of the paper "BISCUIT: Causal Representation Learning from Binary Interactions" (UAI 2023)

phlippe

Multi-Instance Causal Representation Learning

WeijiaZhang24

[NeurIPS 2023] Does Invariant Graph Learning via Environment Augmentation Learn Invariance?

LFhase