Movatterモバイル変換

Skip to content

#

causal-inference

Here are 1,176 public repositories matching this topic...

Language:All

Filter by language

All1,176 Python289 Jupyter Notebook275 R270 HTML91 TeX41 Stata29 Julia16 C++12 JavaScript8 MATLAB7

Sort:Most stars

Sort options

Most stars Fewest stars Most forks Fewest forks Recently updated Least recently updated

py-why /dowhy

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.

data-science machine-learning python3 graphical-models causality bayesian-networks causal-inference treatment-effects causal-models do-calculus causal-machine-learning

UpdatedSep 26, 2025
Python

causalml

uber /causalml

Uplift modeling and causal inference with machine learning algorithms

machine-learning causal-inference uplift-modeling incubation

UpdatedSep 26, 2025
Python

Rath

Kanaries /Rath

Next generation of automated data exploratory analysis and visualization platform.

visualization machine-learning eda data-visualization data-analysis tableau data-exploration causality causal-inference datamining autovis causal-discovery automated-visualization k6s automated-data-analysis augmented-analytics kanaries tableau-alternative

UpdatedJul 3, 2025
TypeScript

plasma-umass /coz

Coz: Causal Profiling

performance-engineering profiler optimization performance-analysis causal-inference

UpdatedAug 9, 2025
C

EconML

py-why /EconML

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal …

machine-learning economics econometrics causality causal-inference treatment-effects

UpdatedOct 6, 2025
Jupyter Notebook

rguo12 /awesome-causality-algorithms

An index of algorithms for learning causality with data

awesome learning-to-rank recommender-system causality causality-analysis causal-inference multilabel-classification baselines causality-algorithms unconfoundedness-assumption

UpdatedJan 22, 2025

python-causality-handbook

matheusfacure /python-causality-handbook

Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.

python data-science econometrics causality causal-inference harmless-econometrics impact-estimation

UpdatedSep 18, 2025
Jupyter Notebook

pgmpy /pgmpy

Python library for causal inference and probabilistic modeling.

python simulation graphical-models bayesian-networks hacktoberfest causal-inference causal-models synthetic-data probabilistic-inference mixed-data causal-discovery causal-effect causal-identification causal-prediction causal-validation

UpdatedOct 8, 2025
Python

causalnex

mckinsey /causalnex

A Python library that helps data scientists to infer causation rather than observing correlation.

data-science machine-learning bayesian-inference bayesian-networks causal-inference causal-models causal-networks causalnex

UpdatedJun 26, 2024
Python

tangxyw /RecSysPapers

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.

reinforcement-learning match rank calibration recommendation-system cold-start papers multi-modal causal-inference multi-task fairness debias multi-scenario distillation diverse re-rank look-alike contrastive-learning pre-rank feedback-delay

UpdatedOct 9, 2025
Python

py-why /causal-learn

Causal Discovery in Python. It also includes (conditional) independence tests and score functions.

python statistics time-series graph structure independence-tests causality causal-inference causal tetrad confounder causal-discovery hidden-causal causal-representation-learning

UpdatedJun 30, 2025
Python

jrfiedler /causal_inference_python_code

Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins

python data-science causality causal-inference

UpdatedJan 8, 2022
Jupyter Notebook

FenTechSolutions /CausalDiscoveryToolbox

Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.

python machine-learning algorithm graph inference toolbox causality causal-inference causal-models graph-structure-recovery causal-discovery

UpdatedOct 13, 2025
Python

HCPLab-SYSU /CausalVLR

CausalVLR: A Toolbox and Benchmark for Vision-Language Causal Reasoning (多模态因果推理开源框架)

causal-inference causal multimodal visual-linguistic

UpdatedOct 11, 2025
Python

huawei-noah /trustworthyAI

Trustworthy AI related projects

python machine-learning statistics graph structure independence-tests causality causal-inference causal-discovery

UpdatedAug 11, 2025
Python

matteocourthoud /awesome-causal-inference

A curated list of causal inference libraries, resources, and applications.

awesome causal-inference

UpdatedApr 10, 2025

grf

grf-labs /grf

Generalized Random Forests

machine-learning statistics random-forest econometrics causal-inference causal-forest

UpdatedOct 9, 2025
C++

CausalPy

pymc-labs /CausalPy

A Python package for causal inference in quasi-experimental settings

pymc causal-inference quasi-experimental quasi-experiments

UpdatedOct 11, 2025
Python

brylevkirill /notes

Learn about Machine Learning and Artificial Intelligence

machine-learning natural-language-processing information-retrieval reinforcement-learning deep-learning artificial-intelligence knowledge-graph question-answering probabilistic-programming bayesian-inference recommender-systems causal-inference knowledge-representation reasoning

UpdatedFeb 8, 2022

xieliaing /CausalInferenceIntro

Causal Inference for the Brave and True的中文翻译版。全部代码基于Python，适用于计量经济学、量化社会学、策略评估等领域。英文版原作者：Matheus Facure

econometrics policy-evaluation causal-inference socialscience

UpdatedSep 27, 2025
Jupyter Notebook

Improve this page

Add a description, image, and links to thecausal-inference topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with thecausal-inference topic, visit your repo's landing page and select "manage topics."

[8]ページ先頭

©2009-2025 Movatter.jp