9 results found Sort:

py-why
dowhy py-why
935
7.1k
mit
139
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 ...
python3 causality do-calculus data-science causal-models causal-inference graphical-models machine-learning bayesian-networks treatment-effects causal-machine-learning
Created 2018-05-31
1,059 commits to main branch, last one 19 hours ago
msuzen
looper msuzen
34
255
unknown
12
A resource list for causality in statistics, data science and physics
causal physics causality causation statistics data-science causal-impact causal-models meta-learning causal-networks causal-discovery causal-inference machine-learning bayesian-inference causality-analysis statistical-physics causality-algorithms statistical-inference statistical-mechanics causal-machine-learning
Created 2018-01-04
238 commits to master branch, last one 11 hours ago
JackHCC
Awesome-Uplift-Model JackHCC
15
114
mit
2
🛠 How to Apply Causal ML to Real Scene Modeling？How to learn Causal ML？【✔从Causal ML到实际场景的Uplift建模】
causal-models uplift-modeling causal-inference causal-machine-learning
Created 2022-11-11
27 commits to master branch, last one about a year ago
rguo12
network-deconfounder-wsdm20 rguo12
8
74
unknown
3
Code for the WSDM '20 paper, Learning Individual Causal Effects from Networked Observational Data.
causal-inference treatment-effects causality-algorithms graph-neural-networks causal-machine-learning graph-convolutional-networks
Created 2019-12-06
14 commits to master branch, last one 3 years ago
neurodata
treeple neurodata
14
67
other
3
Scikit-learn compatible decision trees beyond those offered in scikit-learn
cython python estimation scikit-learn random-forest decision-trees causal-inference machine-learning causal-machine-learning
Created 2022-05-11
374 commits to main branch, last one about a month ago
SUwonglab
CausalEGM SUwonglab
10
67
unknown
4
A General Causal Inference Framework by Encoding Generative Modeling
causality causal-inference generative-model treatment-effects deep-generative-model causal-machine-learning
Created 2022-06-07
238 commits to main branch, last one 5 months ago
tlverse
tlverse-handbook tlverse
17
57
cc-by-4.0
5
🎯 :closed_book: Targeted Learning in R: A Causal Data Science Handbook
tlverse statistics data-science biostatistics causal-inference machine-learning targeted-learning causal-data-science causal-machine-learning
Created 2019-03-23
501 commits to master branch, last one 2 months ago
CausalInferenceLab
causal-inference-practice CausalInferenceLab
3
40
unknown
0
가짜연구소 <인과추론과 실무> 프로젝트
causal-discovery causal-inference causality-analysis quasi-experimental causal-machine-learning
Created 2024-04-28
48 commits to main branch, last one 2 months ago
dscolby
CausalELM.jl dscolby
0
25
mit
1
Taking causal inference to the extreme!
s-learner t-learner x-learner r-learning metalearner metalearning doubly-robust g-computation assumption-check causal-inference quasi-experimental nonparametric-model sensitivity-analysis observational-studies causal-machine-learning double-machine-learning interrupted-time-series extreme-learning-machine debiased-machine-learning
Created 2023-02-12
423 commits to main branch, last one 23 days ago