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集合主题趋势排行榜
#

do-calculus

Website
Wikipedia
https://static.github-zh.com/github_avatars/py-why?size=40
py-why / dowhy

#计算机科学#DoWhy是微软开发的一个用于因果推断的Python库,旨在引发因果关系思考和分析

causal-inference机器学习graphical-modelsbayesian-networks数据科学Pythoncausalitycausal-modelstreatment-effectsdo-calculus
Python 7.53 k
6 天前
https://static.github-zh.com/github_avatars/realrate?size=40
realrate / Causing

Causing: CAUsal INterpretation using Graphs

causal-networksdaggraph-theorydo-calculusneural-networksderivativesautomatic-differentiationPythonPyTorchgraphsgnn
Python 58
12 天前
https://static.github-zh.com/github_avatars/bradendubois?size=40
bradendubois / do-calculus

A Python implementation of the do-calculus of Judea Pearl et al.

causal-inference统计Pythondo-calculus
Python 27
3 年前
https://static.github-zh.com/github_avatars/jaryaman?size=40
jaryaman / causal-inference-cheat-sheet

Summary of useful results in Causal Inference

causal-inferencecausalitydo-calculus
TeX 21
4 年前
https://static.github-zh.com/github_avatars/andrewheiss?size=40
andrewheiss / closing-backdoors-dags

Use regression, inverse probability weighting, and matching to close confounding backdoors and find causation in observational data

dagscausal-inferencematchingdo-calculus
13
5 年前
https://static.github-zh.com/github_avatars/planplus?size=40
planplus / causality_zh

"Causality: Models, Reasoning, and Inference-Judea Pearl(2009)"中文翻译及学习笔记

causal-inferencecausalitybayesian-networkdo-calculus
JavaScript 12
3 年前
https://static.github-zh.com/github_avatars/JarodYv?size=40
JarodYv / pytetrad

A Powerful Python Library for Causal Inference

causal-inferencecausalitybayesian-networkdo-calculus
Python 5
3 年前
https://static.github-zh.com/github_avatars/msuzen?size=40
msuzen / research

#计算机科学#Memo's research works.

causal-inferencedo-calculus深度学习机器学习
Jupyter Notebook 3
2 个月前
https://static.github-zh.com/github_avatars/rikhuijzer?size=40
rikhuijzer / Causality.jl

Automatically determine whether a causal effect is identifiable

do-calculusJulia 语言
Julia 2
4 年前
https://static.github-zh.com/github_avatars/aliash98?size=40
aliash98 / BPM_CausalReasoning

This repository contains an implementation of BP-CDM introduced in "Data-Driven Decision Support for Business Processes: Causal Reasoning on Interventions".

business-analyticsbusiness-processcausal-inferencedo-calculus
Jupyter Notebook 1
2 年前
https://static.github-zh.com/github_avatars/rtahmasbi?size=40
rtahmasbi / Doubly-Gaussian-DAG-Probit

Bayesian Causal Inference in Doubly Gaussian DAG-probit Models

causalitydo-calculusmcmcR
R 0
10 个月前
https://static.github-zh.com/github_avatars/bobkemp?size=40
bobkemp / causal_examples

Basic demonstration of causal effects for Pearl's do-calculus

do-calculuslinear
Jupyter Notebook 0
6 年前