Alternatives and similar repositories for causal-learn

Users that are interested in causal-learn are comparing it to the libraries listed below

• FenTechSolutions / CausalDiscoveryToolbox
  Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.
  ☆1,183Updated last year
• huawei-noah / trustworthyAI
  Trustworthy AI related projects
  ☆1,053Updated last month
• jvpoulos / causal-ml
  Must-read papers and resources related to causal inference and machine (deep) learning
  ☆727Updated 2 years ago
• cdt15 / lingam
  Python package for causal discovery based on LiNGAM.
  ☆432Updated last week
• xunzheng / notears
  DAGs with NO TEARS: Continuous Optimization for Structure Learning
  ☆634Updated last year
• rguo12 / awesome-causality-data
  A data index for learning causality.
  ☆471Updated last year
• BiomedSciAI / causallib
  A Python package for modular causal inference analysis and model evaluations
  ☆781Updated 3 months ago
• microsoft / causica
  ☆495Updated 6 months ago
• IntelLabs / causality-lab
  Causal discovery algorithms and tools for implementing new ones
  ☆221Updated 5 months ago
• cmu-phil / py-tetrad
  Makes algorithms/code in Tetrad available in Python via JPype
  ☆80Updated 2 weeks ago
• jakobrunge / tigramite
  Tigramite is a python package for causal inference with a focus on time series data. The Tigramite documentation is at
  ☆1,486Updated last week
• cmu-phil / tetrad
  Repository for the Tetrad Project, www.phil.cmu.edu/tetrad.
  ☆425Updated this week
• DataCanvasIO / YLearn
  YLearn, a pun of "learn why", is a python package for causal inference
  ☆424Updated 2 weeks ago
• bd2kccd / py-causal
  ☆205Updated 2 years ago
• rguo12 / awesome-causality-algorithms
  An index of algorithms for learning causality with data
  ☆3,159Updated 5 months ago
• cmu-phil / example-causal-datasets
  Example causal datasets with consistent formatting and ground truth
  ☆86Updated 2 months ago
• altdeep / causalML
  The open source repository for the Causal Modeling in Machine Learning Workshop at Altdeep.ai @ www.altdeep.ai/courses/causalML
  ☆767Updated 3 weeks ago
• kochbj / Deep-Learning-for-Causal-Inference
  Extensive tutorials for learning how to build deep learning models for causal inference (HTE) using selection on observables in Tensorflo…
  ☆330Updated 8 months ago
• DoubleML / doubleml-for-py
  DoubleML - Double Machine Learning in Python
  ☆614Updated this week
• M-Nauta / TCDF
  Temporal Causal Discovery Framework (PyTorch): discovering causal relationships between time series
  ☆508Updated 3 years ago
• juangamella / ges
  Python implementation of the GES algorithm for causal discovery, from the 2002 paper "Optimal Structure Identification With Greedy Search…
  ☆59Updated 4 months ago
• Renovamen / pcalg-py
  Implement PC algorithm in Python | PC 算法的 Python 实现
  ☆118Updated last year
• erdogant / bnlearn
  Python package for Causal Discovery by learning the graphical structure of Bayesian networks. Structure Learning, Parameter Learning, Inf…
  ☆526Updated this week
• amit-sharma / causal-inference-tutorial
  Repository with code and slides for a tutorial on causal inference.
  ☆576Updated 5 years ago
• mckinsey / causalnex
  A Python library that helps data scientists to infer causation rather than observing correlation.
  ☆2,344Updated last year
• laurencium / Causalinference
  Causal Inference in Python
  ☆569Updated 3 weeks ago
• kevinsbello / dagma
  A Python 3 package for learning Bayesian Networks (DAGs) from data. Official implementation of the paper "DAGMA: Learning DAGs via M-matr…
  ☆120Updated last year
• salesforce / causalai
  Salesforce CausalAI Library: A Fast and Scalable framework for Causal Analysis of Time Series and Tabular Data
  ☆293Updated 2 months ago
• py-why / dodiscover
  [Experimental] Global causal discovery algorithms
  ☆105Updated 2 weeks ago
• divyat09 / cate-estimator-selection
  Code accompanying the paper "Empirical analysis of model selection for heterogeneous causal effect estimation"
  ☆13Updated 5 months ago