Ecosyste.ms: Repos
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GitHub topics: do-calculus
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.
Language: Python - Size: 585 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 6,714 - Forks: 906
andrewheiss/closing-backdoors-dags
Use regression, inverse probability weighting, and matching to close confounding backdoors and find causation in observational data
Size: 452 KB - Last synced: about 1 month ago - Pushed: about 4 years ago - Stars: 11 - Forks: 4
bradendubois/do-calculus
A Python implementation of the do-calculus of Judea Pearl et al.
Language: Python - Size: 5.17 MB - Last synced: 28 days ago - Pushed: about 2 years ago - Stars: 19 - Forks: 2
realrate/Causing
Causing: CAUsal INterpretation using Graphs
Language: Python - Size: 4.54 MB - Last synced: 18 days ago - Pushed: 19 days ago - Stars: 52 - Forks: 8
msuzen/research
Memo's research works.
Language: Python - Size: 141 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0
aliash98/BPM_CausalReasoning
This repository contains an implementation of BP-CDM introduced in "Data-Driven Decision Support for Business Processes: Causal Reasoning on Interventions".
Language: Jupyter Notebook - Size: 383 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 2 - Forks: 1
jaryaman/causal-inference-cheat-sheet
Summary of useful results in Causal Inference
Language: TeX - Size: 19 MB - Last synced: 11 months ago - Pushed: about 3 years ago - Stars: 12 - Forks: 0
rikhuijzer/Causality.jl
Automatically determine whether a causal effect is identifiable
Language: Julia - Size: 87.9 KB - Last synced: 19 days ago - Pushed: almost 3 years ago - Stars: 2 - Forks: 0
JarodYv/pytetrad
A Powerful Python Library for Causal Inference
Language: Python - Size: 1.67 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 4 - Forks: 1
planplus/causality_zh
"Causality: Models, Reasoning, and Inference-Judea Pearl(2009)"中文翻译及学习笔记
Language: JavaScript - Size: 1.58 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 4 - Forks: 2
