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The Top 23 Python Causality Open Source Projects

Open source projects categorized as Python Causality
Categories > Causality
Dowhy ⭐ 6,656
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 24 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
Eliot ⭐ 1,074
Eliot: the logging system that tells you *why* it happened
dependent packages 20total releases 27most recent commit 2 months agopypi eliot} Downloads
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
Pyphi ⭐ 345
A toolbox for integrated information theory.
dependent packages 2total releases 24most recent commit 4 months agopypi pyphi} Downloads
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 3 months ago
Lingam ⭐ 312
Python package for causal discovery based on LiNGAM.
total releases 22most recent commit 3 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 5 years ago
Causalworld ⭐ 169
CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning
most recent commit a year ago
Robustdg ⭐ 160
Toolkit for building machine learning models that generalize to unseen domains and are robust to privacy and other attacks.
most recent commit 9 months 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
Tcdf ⭐ 121
Temporal Causal Discovery Framework (PyTorch): discovering causal relationships between time series
most recent commit 5 years ago
Pycopent ⭐ 101
Estimating Copula Entropy (Mutual Information), Transfer Entropy (Conditional Independence), and the statistics for multivariate normality test and two-sample test in Python
total releases 17most recent commit 8 months ago
Causaldag ⭐ 95
Python package for the creation, manipulation, and learning of Causal DAGs
most recent commit 2 years ago
Dir Gnn ⭐ 86
Official code of "Discovering Invariant Rationales for Graph Neural Networks" (ICLR 2022)
most recent commit 9 months ago
Cfvqa ⭐ 70
[CVPR 2021] Counterfactual VQA: A Cause-Effect Look at Language Bias
most recent commit 2 years ago
The 6 Most Depended On Python 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
Eliot ⭐ 1,074
Eliot: the logging system that tells you *why* it happened
dependent packages 20total releases 27latest release October 30, 2023most recent commit 2 months agopypi eliot} 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
Pyphi ⭐ 345
A toolbox for integrated information theory.
dependent packages 2total releases 24latest release June 22, 2019most recent commit 4 months agopypi pyphi} Downloads
The 10 Latest Releases In Python 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
Eliot ⭐ 1,074
Eliot: the logging system that tells you *why* it happened
dependent packages 20total releases 27latest release October 30, 2023most recent commit 2 months agopypi eliot} 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 3 months ago
Nonlincausality ⭐ 20
Python package for Granger causality test with nonlinear forecasting methods.
total releases 14latest release September 30, 2023most recent commit 2 years ago
Pywhy Graphs ⭐ 34
[Experimental] Causal graphs that are networkx-compliant for the py-why ecosystem.
total releases 1latest release July 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
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