GitHub topics: causal-representation-learning
py-why/causal-learn
Causal Discovery in Python. It also includes (conditional) independence tests and score functions.
Language: Python - Size: 27 MB - Last synced at: 7 days ago - Pushed at: 25 days ago - Stars: 1,334 - Forks: 213

phlippe/BISCUIT
Official code of the paper "BISCUIT: Causal Representation Learning from Binary Interactions" (UAI 2023)
Language: Python - Size: 13.3 MB - Last synced at: 21 days ago - Pushed at: about 1 year ago - Stars: 32 - Forks: 9

LFhase/CausalCOAT
[NeurIPS 2024] Discovery of the Hidden World with Large Language Models
Language: Jupyter Notebook - Size: 5.94 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 9 - Forks: 2

moemd/app
Causal Inference Analysis for Decreasing Cognitive Load and Enhancing Task Performance via Standardized Markdown Language Routines with Multiple Generative Models
Size: 14.6 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 4 - Forks: 0

Akomand/Causal-Generative-Modeling-Survey
A Survey on Causal Generative Modeling (TMLR 2024)
Size: 91.8 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

WeijiaZhang24/CausalMIL
Multi-Instance Causal Representation Learning
Language: Python - Size: 167 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 15 - Forks: 0

Alex-Markham/medil
mirror of the MeDIL Python package for causal modeling
Language: Python - Size: 39 MB - Last synced at: 8 days ago - Pushed at: 7 months ago - Stars: 3 - Forks: 0

LFhase/GALA
[NeurIPS 2023] Does Invariant Graph Learning via Environment Augmentation Learn Invariance?
Language: Python - Size: 1.4 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 15 - Forks: 1

Akomand/ICM-VAE
Code Repository for ICM-VAE paper (IJCAI 2024)
Language: Python - Size: 67.4 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

LFhase/CIGA
[NeurIPS 2022] Learning Causally Invariant Representations for Out-of-Distribution Generalization on Graphs
Language: Python - Size: 618 KB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 94 - Forks: 9

phlippe/CITRIS
Code repository of the paper "CITRIS: Causal Identifiability from Temporal Intervened Sequences" and "iCITRIS: Causal Representation Learning for Instantaneous Temporal Effects"
Language: Python - Size: 2.56 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 38 - Forks: 5

Akomand/SCM-VAE
Code Repository of the paper "SCM-VAE: Learning Identifiable Causal Representations via Structural Knowledge"
Language: Python - Size: 54.7 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

LOUEY233/Causal-representation-in-vision
These are listed papers from causal inference and causal representation learning in vision
Size: 3.91 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1
