|
Python |
3228 |
Uplift modeling and causal inference with machine learning algorithms |
Aug 19, 2022 |
|
Python |
41 |
Machine learning based causal inference/uplift in Python |
Jul 19, 2022 |
|
Jupyter Notebook |
4 |
Machine Learning and Causal Inference |
Oct 28, 2022 |
|
None |
5 |
Causal Inference Working Group I: Machine Learning Methods for Causal Inference |
Dec 19, 2022 |
|
HTML |
2 |
Public facing website for Causal Inference and Machine Learning |
May 22, 2021 |
|
R |
16 |
A paper about causal inference with Bayesian modeling |
Mar 04, 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 |
|
Jupyter Notebook |
3 |
Uplift Modeling with scikit-lift |
Jan 18, 2023 |
|
Python |
350 |
Uplift modeling package. |
Apr 22, 2023 |
|
None |
499 |
Must-read papers and resources related to causal inference and machine (deep) learning |
May 15, 2023 |
|
HTML |
6 |
Statistical Learning and Causal Inference for Economics |
Jul 08, 2021 |
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R |
2 |
Semiparametric generalized linear models for causal inference using targeted machine-learning |
Mar 03, 2022 |
|
None |
32 |
An index of causal inference based recommendation algorithms. |
Apr 16, 2023 |
|
Julia |
137 |
Causal inference, graphical models and structure learning with the PC algorithm. |
May 18, 2023 |
|
HTML |
28 |
Repository for the Statistical Modeling & Causal Inference 2020-I Tutorial |
Feb 15, 2022 |
|
None |
62 |
A curated list of awesome work on causal inference, particularly in machine learning. |
Apr 30, 2023 |
|
TeX |
37 |
The winning solution to the Ad Placement Challenge (NIPS'17 Causal Inference and Machine Learning Workshop) |
Jul 02, 2022 |
|
R |
12 |
Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with … |
Jun 04, 2022 |
|
Python |
2 |
NBA sports modeling with machine learning |
Mar 27, 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 |
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None |
16 |
Causal Discovering, ModelIng and Reasoning |
Apr 17, 2023 |
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Jupyter Notebook |
4 |
Machine Learning algorithms with python and R |
Feb 07, 2022 |
|
Jupyter Notebook |
2 |
Causal modeling resources |
Jul 02, 2021 |
|
HTML |
4 |
A course on causal machine learning. |
Jan 27, 2022 |
|
Python |
5136 |
DoWhy is a Python library for causal inference that supports explicit modeling and testing of … |
Aug 20, 2022 |
|
None |
2 |
DoWhy is a Python library for causal inference that supports explicit modeling and testing of … |
Oct 17, 2022 |
|
Java |
10 |
Credici: Credal Inference for Causal Inference |
Dec 07, 2022 |
|
Jupyter Notebook |
40 |
🛠 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】 |
May 30, 2023 |
|
Python |
3 |
Repository for The Backend & YAI Uplift Modeling |
May 01, 2022 |
|
R |
14 |
Machine learning modeling, visualization |
Mar 24, 2023 |
|
Stata |
52 |
Causal Inference Mixtape Sessions |
Jun 11, 2022 |
|
Jupyter Notebook |
96 |
AutoML for causal inference. |
Apr 11, 2023 |
|
Jupyter Notebook |
2 |
Comparing causal inference models with RCT benchmarks |
Oct 29, 2022 |
|
Jupyter Notebook |
24 |
Machine learning algorithms and projects |
May 04, 2023 |
|
Jupyter Notebook |
2 |
Causal Process Modeling and Compliance Checking Tutorial with Code |
Mar 30, 2022 |
|
Python |
8 |
Machine Learning Algorithms |
Feb 21, 2021 |
|
Jupyter Notebook |
13 |
Machine learning algorithms |
Aug 24, 2022 |
|
Python |
2 |
Machine Learning Algorithms |
May 09, 2022 |
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None |
2 |
Machine Learning algorithms |
Apr 29, 2022 |
|
Jupyter Notebook |
3 |
Machine Learning Algorithms |
May 27, 2022 |
|
Jupyter Notebook |
3 |
machine learning algorithms |
Jul 30, 2021 |
|
Python |
111 |
Machine learning algorithms |
Aug 04, 2022 |
|
Jupyter Notebook |
3 |
Machine learning algorithms |
Feb 17, 2019 |
|
Jupyter Notebook |
2 |
Machine learning algorithms |
Nov 15, 2022 |
|
None |
20 |
Machine Learning Inference Graph Spec |
Nov 23, 2022 |
|
R |
4 |
Materials for the workshop "Targeted Machine Learning of the Causal Effects of Dynamic and Shift … |
Jun 28, 2022 |
|
Jupyter Notebook |
2 |
Predictive uncertainty in machine learning with conformal inference |
May 19, 2023 |
|
Python |
427 |
Automated modeling and machine learning framework FEDOT |
Aug 14, 2022 |