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R |
7 |
A Data Package for Causal Inference by Hernán and Robins |
Sep 04, 2021 |
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Jupyter Notebook |
988 |
Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán … |
Sep 01, 2022 |
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R |
3 |
Causal Inference using R. Examples are from the book Causal Inference (Chapman & Hall/CRC, 2012) … |
Aug 16, 2020 |
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Java |
10 |
Credici: Credal Inference for Causal Inference |
Dec 07, 2022 |
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None |
5 |
Causal Inference Working Group I: Machine Learning Methods for Causal Inference |
Dec 19, 2022 |
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RMarkdown |
68 |
Causal Inference: What If. R and Stata code for Exercises |
Mar 21, 2023 |
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Jupyter Notebook |
96 |
AutoML for causal inference. |
Apr 11, 2023 |
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MATLAB |
4 |
Python code of information geometric causal inference |
Jun 26, 2022 |
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Jupyter Notebook |
4 |
Machine Learning and Causal Inference |
Oct 28, 2022 |
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MATLAB |
4 |
data/code for 'Causal inference in the multisensory brain' |
Oct 27, 2021 |
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R |
4 |
Methods for graphical models and causal inference |
Jan 25, 2022 |
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TeX |
5 |
Course materials for "Experimentation and Causal Inference" |
Apr 21, 2022 |
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HTML |
6 |
Statistical Learning and Causal Inference for Economics |
Jul 08, 2021 |
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R |
33 |
Non-parametrics for Causal Inference |
May 30, 2023 |
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Stata |
52 |
Causal Inference Mixtape Sessions |
Jun 11, 2022 |
|
R |
38 |
Code to run submissions for the Atlantic Causal Inference Competition |
Feb 25, 2023 |
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Go |
17 |
Causal Effect Engine is a Golang package for causal inference |
Jan 29, 2023 |
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R |
6 |
CRAN Task View: Causal Inference |
Jul 10, 2022 |
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None |
2 |
Graph based Bayes causal inference. |
Sep 02, 2022 |
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HTML |
110 |
Causal Inference in R Workshop |
Aug 16, 2022 |
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TeX |
58 |
Causal Inference 1 Mixtape Session |
Oct 14, 2022 |
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HTML |
24 |
Causal Inference II Mixtape Session |
Oct 12, 2022 |
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Racket |
4 |
Causal Inference on Relational Data |
Mar 15, 2023 |
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None |
2 |
Good material about causal Inference |
Jan 23, 2024 |
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TeX |
2 |
Data and Program files for Causal Inference: The Mixtape |
Jun 10, 2021 |
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HTML |
2 |
Public facing website for Causal Inference and Machine Learning |
May 22, 2021 |
|
HTML |
8 |
Github Repository for PLSC 30600 - Causal Inference |
Apr 19, 2022 |
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None |
18 |
List of python packages for causal inference |
Apr 12, 2022 |
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HTML |
13 |
Tutorials on Stan for Bayesian causal inference |
Apr 26, 2023 |
|
Python |
112 |
Software and data for "Using Text Embeddings for Causal Inference" |
Jul 14, 2022 |
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HTML |
4 |
Notebooks for Applied Causal Inference Powered by ML and AI |
May 30, 2022 |
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Jupyter Notebook |
6 |
Breast cancer prediction using causal Inference |
Mar 18, 2022 |
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Python |
6 |
Conditional Divergence based Causal Inference (CDCI) |
Aug 07, 2022 |
|
Python |
9 |
Causal Inference-based Root Cause Analysis |
Aug 08, 2022 |
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R |
22 |
Bayesian inference from binary causal models |
Jul 16, 2022 |
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Python |
15 |
Active Bayesian Causal Inference (Neurips'22) |
Apr 24, 2023 |
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Julia |
11 |
Taking causal inference to the extreme! |
May 04, 2023 |
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Python |
5136 |
DoWhy is a Python library for causal inference that supports explicit modeling and testing of … |
Aug 20, 2022 |
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None |
2 |
DoWhy is a Python library for causal inference that supports explicit modeling and testing of … |
Oct 17, 2022 |
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R |
5 |
Install Workshop Materials for Causal Inference in R |
Nov 15, 2020 |
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R |
9 |
An R package for tidyverse-friendly causal inference |
Jul 28, 2022 |
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R |
14 |
Install Workshop Materials for Causal Inference in R |
Jul 29, 2022 |
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Python |
3 |
Simulations for predictive model selection in causal inference |
Apr 12, 2023 |
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R |
18 |
Optimal pruning for imbalance minimization in causal inference |
May 13, 2021 |
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Python |
3228 |
Uplift modeling and causal inference with machine learning algorithms |
Aug 19, 2022 |
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None |
2 |
Uplift modeling and causal inference with machine learning algorithms |
Jan 27, 2022 |
|
TeX |
46 |
a visual dictionary of Bayesian Networks and Causal Inference. |
Mar 26, 2023 |
|
Python |
420 |
A Python package for modular causal inference analysis and model evaluations |
Aug 05, 2022 |
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Jupyter Notebook |
32 |
Causal Inference Crash Course for Scientists - contains slides and Jupyter notebooks |
Apr 20, 2023 |
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Jupyter Notebook |
273 |
Causal Inference for The Brave and True 책의 한국어 번역 자료입니다. |
May 27, 2023 |