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The Top 23 Python Causal Inference Causality Open Source Projects

Open source projects categorized as Python Causal Inference Causality
Categories > Causal Inference
Categories > Causality
Dowhy ⭐ 6,730
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.
dependent packages 7total releases 14most recent commit 4 days agopypi dowhy} Downloads
Pgmpy ⭐ 2,551
Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.
dependent packages 26total releases 24most recent commit 3 months agopypi pgmpy} Downloads
Python Causality Handbook ⭐ 2,265
Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.
most recent commit 3 months ago
Causal Learn ⭐ 958
Causal Discovery in Python. Translation and extension of the Tetrad Java code.
dependent packages 5total releases 22most recent commit a month agopypi causal-learn} Downloads
Causal_inference_python_code ⭐ 898
Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins
most recent commit 2 years ago
Causaldiscoverytoolbox ⭐ 804
Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.
dependent packages 2total releases 37most recent commit 2 years agopypi cdt} Downloads
Scikit Uplift ⭐ 572
❗ uplift modeling in scikit-learn style in python 🐍
total releases 14most recent commit a year ago
Ylearn ⭐ 344
YLearn, a pun of "learn why", is a python package for causal inference
total releases 13most recent commit 5 months ago
Causal Inference With Python ⭐ 328
Causal Inference for The Brave and True 책의 한국어 번역 자료입니다.
most recent commit 4 months ago
Lingam ⭐ 312
Python package for causal discovery based on LiNGAM.
total releases 22most recent commit 4 months ago
Causallift ⭐ 310
CausalLift: Python package for causality-based Uplift Modeling in real-world business
total releases 10most recent commit a year ago
Cause ⭐ 185
Code for the Recsys 2018 paper entitled Causal Embeddings for Recommandation.
most recent commit 6 years ago
Dice ⭐ 130
The official implementation of "Disentangling User Interest and Conformity for Recommendation with Causal Embedding" (WWW '21)
most recent commit 6 months ago
Reccon ⭐ 128
This repository contains the dataset and the PyTorch implementations of the models from the paper Recognizing Emotion Cause in Conversations.
most recent commit a year ago
Causaldag ⭐ 95
Python package for the creation, manipulation, and learning of Causal DAGs
most recent commit 2 years ago
Cfvqa ⭐ 70
[CVPR 2021] Counterfactual VQA: A Cause-Effect Look at Language Bias
most recent commit 2 years ago
Causation Incomputervision ⭐ 56
The repository contains lists of papers on causality and how relevant techniques are being used to further enhance deep learning era computer vision solutions.
most recent commit 8 months ago
Causeinfer ⭐ 54
Machine learning based causal inference/uplift in Python
total releases 35most recent commit 5 months ago
Dodiscover ⭐ 48
[Experimental] Global causal discovery algorithms
most recent commit 3 months ago
Cause2e ⭐ 45
The cause2e package provides tools for performing an end-to-end causal analysis of your data. Developed by Daniel Grünbaum (@dg46).
total releases 5most recent commit a year ago
Pysynthdid ⭐ 40
Synthetic difference in differences for Python
most recent commit 2 years ago
Avici ⭐ 38
Amortized Inference for Causal Structure Learning, NeurIPS 2022
total releases 5most recent commit 6 months ago
Causalegm ⭐ 35
A General Causal Inference Framework by Encoding Generative Modeling
total releases 15most recent commit a year ago
The 4 Most Depended On Python Causal Inference Causality Open Source Projects
Pgmpy ⭐ 2,551
Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.
dependent packages 26total releases 24latest release October 16, 2023most recent commit 3 months agopypi pgmpy} Downloads
Causal Learn ⭐ 958
Causal Discovery in Python. Translation and extension of the Tetrad Java code.
dependent packages 5total releases 22latest release November 02, 2023most recent commit a month agopypi causal-learn} Downloads
The 10 Latest Releases In Python Causal Inference Causality Open Source Projects
Causal Learn ⭐ 958
Causal Discovery in Python. Translation and extension of the Tetrad Java code.
dependent packages 5total releases 22latest release November 02, 2023most recent commit a month agopypi causal-learn} Downloads
Avici ⭐ 38
Amortized Inference for Causal Structure Learning, NeurIPS 2022
total releases 5latest release October 23, 2023most recent commit 6 months ago
Pgmpy ⭐ 2,551
Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.
dependent packages 26total releases 24latest release October 16, 2023most recent commit 3 months agopypi pgmpy} Downloads
Lingam ⭐ 312
Python package for causal discovery based on LiNGAM.
total releases 22latest release October 07, 2023most recent commit 4 months ago
Causalegm ⭐ 35
A General Causal Inference Framework by Encoding Generative Modeling
total releases 15latest release March 14, 2023most recent commit a year ago
Ylearn ⭐ 344
YLearn, a pun of "learn why", is a python package for causal inference
total releases 13latest release August 02, 2022most recent commit 5 months ago
Causeinfer ⭐ 54
Machine learning based causal inference/uplift in Python
total releases 35latest release July 09, 2022most recent commit 5 months ago
Scikit Uplift ⭐ 572
:exclamation: uplift modeling in scikit-learn style in python :snake:
total releases 14latest release June 17, 2022most recent commit a year ago
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