Alternatives and similar repositories for causica

Users that are interested in causica are comparing it to the libraries listed below

• BiomedSciAI / causallib
  A Python package for modular causal inference analysis and model evaluations
  ☆799Updated 7 months ago
• py-why / causaltune
  AutoML for causal inference.
  ☆231Updated 11 months ago
• microsoft / project-azua
  Data Efficient Decision Making
  ☆249Updated 3 years ago
• DoubleML / doubleml-for-py
  DoubleML - Double Machine Learning in Python
  ☆682Updated this week
• jvpoulos / causal-ml
  Must-read papers and resources related to causal inference and machine (deep) learning
  ☆742Updated 3 years ago
• salesforce / causalai
  Salesforce CausalAI Library: A Fast and Scalable framework for Causal Analysis of Time Series and Tabular Data
  ☆308Updated 7 months ago
• microsoft / showwhy
  ☆217Updated last year
• py-why / dodiscover
  [Experimental] Global causal discovery algorithms
  ☆109Updated this week
• altdeep / causalAI
  The open source repository for the Causal Modeling in Machine Learning Workshop at Altdeep.ai @ www.altdeep.ai/courses/causalAI
  ☆785Updated this week
• cmu-phil / example-causal-datasets
  Example causal datasets with consistent formatting and ground truth
  ☆100Updated 7 months ago
• cdt15 / lingam
  Python package for causal discovery based on LiNGAM.
  ☆454Updated this week
• py-why / causal-learn
  Causal Discovery in Python. It also includes (conditional) independence tests and score functions.
  ☆1,507Updated last month
• 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…
  ☆338Updated last year
• pymc-labs / CausalPy
  A Python package for causal inference in quasi-experimental settings
  ☆1,072Updated this week
• rguo12 / awesome-causality-data
  A data index for learning causality.
  ☆480Updated 2 years ago
• IntelLabs / causality-lab
  Causal discovery algorithms and tools for implementing new ones
  ☆240Updated 4 months ago
• erdogant / bnlearn
  Python package for Causal Discovery by learning the graphical structure of Bayesian networks. Structure Learning, Parameter Learning, Inf…
  ☆563Updated last month
• huawei-noah / trustworthyAI
  Trustworthy AI related projects
  ☆1,088Updated 3 weeks ago
• FenTechSolutions / CausalDiscoveryToolbox
  Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.
  ☆1,208Updated last month
• cmu-phil / py-tetrad
  Makes algorithms/code in Tetrad available in Python via JPype
  ☆90Updated this week
• microsoft / csuite
  CSuite: A Suite of Benchmark Datasets for Causality
  ☆79Updated 2 years ago
• py-why / pywhyllm
  Experimental library integrating LLM capabilities to support causal analyses
  ☆259Updated last month
• AliciaCurth / CATENets
  Sklearn-style implementations of Neural Network-based Conditional Average Treatment Effect (CATE) Estimators.
  ☆151Updated last year
• xunzheng / notears
  DAGs with NO TEARS: Continuous Optimization for Structure Learning
  ☆659Updated last year
• amit-sharma / causal-inference-tutorial
  Repository with code and slides for a tutorial on causal inference.
  ☆583Updated 6 years ago
• AlxndrMlk / causality
  Notes, exercises and other materials related to causal inference, causal discovery and causal ML.
  ☆157Updated last month
• PacktPublishing / Causal-Inference-and-Discovery-in-Python
  Causal Inference and Discovery in Python by Packt Publishing
  ☆961Updated 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…
  ☆135Updated last year
• MLResearchAtOSRAM / cause2e
  The cause2e package provides tools for performing an end-to-end causal analysis of your data. Developed by Daniel Grünbaum (@dg46).
  ☆63Updated 7 months ago
• iancovert / sage
  For calculating global feature importance using Shapley values.
  ☆280Updated last week