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Jupyter Notebook |
4 |
Machine Learning and Causal Inference |
Oct 28, 2022 |
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HTML |
2 |
Public facing website for Causal Inference and Machine Learning |
May 22, 2021 |
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Python |
41 |
Machine learning based causal inference/uplift in Python |
Jul 19, 2022 |
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None |
60 |
Machine Learning Working Group |
Jan 14, 2023 |
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R |
4 |
Methods for graphical models and causal inference |
Jan 25, 2022 |
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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 |
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R |
2 |
Semiparametric generalized linear models for causal inference using targeted machine-learning |
Mar 03, 2022 |
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None |
9 |
Machine Learning for Global Development Working Group |
Jan 05, 2021 |
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HTML |
6 |
Statistical Learning and Causal Inference for Economics |
Jul 08, 2021 |
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R |
12 |
Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with … |
Jun 04, 2022 |
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TeX |
7 |
ICES Methods Working Group |
Oct 01, 2021 |
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None |
62 |
A curated list of awesome work on causal inference, particularly in machine learning. |
Apr 30, 2023 |
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None |
499 |
Must-read papers and resources related to causal inference and machine (deep) learning |
May 15, 2023 |
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None |
2 |
Summary of causal structure learning methods |
Apr 29, 2022 |
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Java |
10 |
Credici: Credal Inference for Causal Inference |
Dec 07, 2022 |
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Python |
99 |
Python library for working with kernel methods in machine learning |
Jul 16, 2022 |
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Jupyter Notebook |
96 |
AutoML for causal inference. |
Apr 11, 2023 |
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Jupyter Notebook |
11 |
Python package that provides a suite of modeling & causal inference methods using machine learning … |
Nov 29, 2023 |
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None |
16 |
Coordination repository of the Machine Learning (applicant) Working Group |
Feb 19, 2023 |
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HTML |
4 |
A course on causal machine learning. |
Jan 27, 2022 |
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R |
33 |
Non-parametrics for Causal Inference |
May 30, 2023 |
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Python |
13 |
async inference for machine learning model |
Apr 03, 2023 |
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Python |
6 |
Type inference for Machine Learning pipelines |
Oct 19, 2022 |
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Stata |
52 |
Causal Inference Mixtape Sessions |
Jun 11, 2022 |
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TeX |
37 |
The winning solution to the Ad Placement Challenge (NIPS'17 Causal Inference and Machine Learning Workshop) |
Jul 02, 2022 |
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Python |
13 |
examples for machine learning methods |
Mar 10, 2023 |
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None |
6 |
N3C Machine Learning Working Group - a project to produce machine learning workflows in the … |
Nov 02, 2021 |
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None |
20 |
Machine Learning Inference Graph Spec |
Nov 23, 2022 |
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Go |
17 |
Causal Effect Engine is a Golang package for causal inference |
Jan 29, 2023 |
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Python |
2 |
Model-Agnostic Causal Embedding Learning for Counterfactually Group-Fair Recommendation |
May 04, 2023 |
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R |
3 |
MatchingFrontier: Computation of the Balance-Sample Size Frontier in Matching Methods for Causal Inference |
Jan 23, 2023 |
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TeX |
2 |
:black_nib: My PhD thesis: "Semiparametric Statistical Methods for Causal Inference with Stochastic Treatment Regimes" |
Aug 28, 2021 |
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Python |
18 |
A framework for generating complex and realistic datasets for use in evaluating causal inference methods. |
Apr 18, 2022 |
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Python |
2 |
Machine Learning Methods Examples |
Jul 06, 2022 |
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HTML |
3 |
Machine Learning Group Webpage |
Mar 20, 2018 |
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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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Python |
5 |
SpaCE, the Spatial Confounding Environment, loads benchmark datasets for causal inference methods tackling spatial confounding |
Apr 24, 2023 |
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TeX |
3 |
Materials for the workshop "Targeted Learning in the tlverse: Causal Inference Meets Machine Learning" at … |
May 27, 2022 |
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Matlab |
2 |
Matlab code for machine learning methods |
May 04, 2019 |
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Julia |
137 |
Causal inference, graphical models and structure learning with the PC algorithm. |
May 18, 2023 |
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Clojure |
2 |
inference and machine learning in clojure |
Jan 04, 2013 |
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Clojure |
2 |
inference and machine learning in clojure |
Jun 22, 2013 |
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Clojure |
3 |
inference and machine learning in clojure |
May 03, 2023 |