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The Top 23 Python Causal Inference Open Source Projects

Open source projects categorized as Python Causal Inference
Categories > Causal Inference
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 13 days agopypi dowhy} Downloads
Causalml ⭐ 4,542
Uplift modeling and causal inference with machine learning algorithms
dependent packages 1total releases 22most recent commit 3 months agopypi causalml} 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 4 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 4 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
Recsyspapers ⭐ 801
推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.
most recent commit 4 months ago
Causalpy ⭐ 690
A Python package for causal inference in quasi-experimental settings
total releases 19most recent commit 4 months ago
Scikit Uplift ⭐ 572
❗ uplift modeling in scikit-learn style in python 🐍
total releases 14most recent commit a year ago
Tfcausalimpact ⭐ 453
Python Causal Impact Implementation Based on Google's R Package. Built using TensorFlow Probability.
dependent packages 2total releases 23most recent commit 5 months agopypi tfcausalimpact} Downloads
Rethinking Numpyro ⭐ 385
Statistical Rethinking (2nd ed.) with NumPyro
most recent commit 10 months ago
Doubleml For Py ⭐ 365
DoubleML - Double Machine Learning in Python
total releases 17most recent commit 3 months 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
Auton Survival ⭐ 271
Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events
total releases 6most recent commit 6 months ago
Expan ⭐ 235
Open-source Python library for statistical analysis of randomised control trials (A/B tests)
total releases 52most recent commit 5 years ago
Causal Curve ⭐ 217
A python package with tools to perform causal inference using observational data when the treatment of interest is continuous.
total releases 31most recent commit 2 years ago
Cause ⭐ 185
Code for the Recsys 2018 paper entitled Causal Embeddings for Recommandation.
most recent commit 6 years ago
Causal_impact ⭐ 141
Python package for causal inference using Bayesian structural time-series models.
total releases 10most recent commit 4 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
The 6 Most Depended On Python Causal Inference 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 4 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
Tfcausalimpact ⭐ 453
Python Causal Impact Implementation Based on Google's R Package. Built using TensorFlow Probability.
dependent packages 2total releases 23latest release November 25, 2023most recent commit 5 months agopypi tfcausalimpact} Downloads
Causalml ⭐ 4,542
Uplift modeling and causal inference with machine learning algorithms
dependent packages 1total releases 22latest release August 28, 2023most recent commit 3 months agopypi causalml} Downloads
The 10 Latest Releases In Python Causal Inference Open Source Projects
Dibs ⭐ 37
DiBS: Differentiable Bayesian Structure Learning, NeurIPS 2021
total releases 10latest release November 27, 2023most recent commit 5 months ago
Tfcausalimpact ⭐ 453
Python Causal Impact Implementation Based on Google's R Package. Built using TensorFlow Probability.
dependent packages 2total releases 23latest release November 25, 2023most recent commit 5 months agopypi tfcausalimpact} Downloads
Timeawarepc ⭐ 8
A python package for finding causal functional connectivity from neural time series observations.
total releases 8latest release November 14, 2023most recent commit 5 months ago
Causalpy ⭐ 690
A Python package for causal inference in quasi-experimental settings
total releases 19latest release November 09, 2023most recent commit 4 months ago
Pysyncon ⭐ 22
A python module for the synthetic control method
total releases 5latest release November 05, 2023most recent commit 3 months ago
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 4 months agopypi pgmpy} Downloads
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