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None |
5 |
Causal Inference Working Group I: Machine Learning Methods for Causal Inference |
Dec 19, 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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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 |
499 |
Must-read papers and resources related to causal inference and machine (deep) learning |
May 15, 2023 |
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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 |
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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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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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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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HTML |
4 |
A course on causal machine learning. |
Jan 27, 2022 |
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Java |
10 |
Credici: Credal Inference for Causal Inference |
Dec 07, 2022 |
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Julia |
137 |
Causal inference, graphical models and structure learning with the PC algorithm. |
May 18, 2023 |
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Stata |
52 |
Causal Inference Mixtape Sessions |
Jun 11, 2022 |
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Jupyter Notebook |
96 |
AutoML for causal inference. |
Apr 11, 2023 |
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None |
20 |
Machine Learning Inference Graph Spec |
Nov 23, 2022 |
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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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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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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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R |
33 |
Non-parametrics for Causal Inference |
May 30, 2023 |
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None |
2 |
Good material about causal Inference |
Jan 23, 2024 |
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Python |
13 |
async inference for machine learning model |
Apr 03, 2023 |
|
Python |
6 |
Type inference for Machine Learning pipelines |
Oct 19, 2022 |
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Go |
17 |
Causal Effect Engine is a Golang package for causal inference |
Jan 29, 2023 |
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R |
11 |
R package for causal machine learning for segment discovery and analysis |
Jul 30, 2022 |
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R |
4 |
Materials for the workshop "Targeted Machine Learning of the Causal Effects of Dynamic and Shift … |
Jun 28, 2022 |
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Jupyter Notebook |
6 |
Breast cancer prediction using causal Inference |
Mar 18, 2022 |
|
Python |
6 |
Conditional Divergence based Causal Inference (CDCI) |
Aug 07, 2022 |
|
Python |
9 |
Causal Inference-based Root Cause Analysis |
Aug 08, 2022 |
|
R |
22 |
Bayesian inference from binary causal models |
Jul 16, 2022 |
|
Python |
15 |
Active Bayesian Causal Inference (Neurips'22) |
Apr 24, 2023 |
|
Julia |
11 |
Taking causal inference to the extreme! |
May 04, 2023 |
|
Python |
222 |
Machine Learning inference engine for Microcontrollers and Embedded devices |
Sep 01, 2022 |
|
Python |
2364 |
Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian … |
May 20, 2023 |
|
Jupyter Notebook |
6 |
Notes on learning causal inference from "The Effect" by Nick Huntington-Klein. |
Dec 04, 2022 |
|
TeX |
2 |
Data and Program files for Causal Inference: The Mixtape |
Jun 10, 2021 |
|
HTML |
17 |
R Code for Causal Inference by Hernán and Robins |
Apr 18, 2022 |
|
TeX |
46 |
a visual dictionary of Bayesian Networks and Causal Inference. |
Mar 26, 2023 |
|
TeX |
3 |
Materials for the workshop "Targeted Learning in the tlverse: Causal Inference Meets Machine Learning" at … |
May 27, 2022 |
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C++ |
21 |
Machine learning inference library for ARC EM and HS Processors |
Jun 27, 2022 |
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Rust |
7 |
ezDPS: An Efficient and Zero-Knowledge Machine Learning Inference Pipeline |
Mar 17, 2023 |