causal-representation-learning

There are 11 repositories under causal-representation-learning topic.

  • py-why/causal-learn

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

    Language:Python1.2k18107196

  • LFhase/CIGA

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

    Language:Python1034311

  • phlippe/CITRIS

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

    Language:Python49787

  • phlippe/BISCUIT

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

    Language:Python28218

  • LFhase/GALA

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

    Language:Python18112

  • WeijiaZhang24/CausalMIL

    Multi-Instance Causal Representation Learning

    Language:Python15110

  • Akomand/SCM-VAE

    Code Repository for SCM-VAE (IEEE Big Data)

    Language:Python10120

  • LFhase/CausalCOAT

    [NeurIPS 2024] Discovery of the Hidden World with Large Language Models

    Language:Jupyter Notebook5102

  • LOUEY233/Causal-representation-in-vision

    These are listed papers from causal inference and causal representation learning in vision

    4101

  • Alex-Markham/medil

    mirror of the MeDIL Python package for causal modeling

    Language:Python3100

  • Akomand/ICM-VAE

    Code Repository for ICM-VAE (IJCAI 2024)

    Language:Python0210