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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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None |
5 |
Causal Inference Working Group I: Machine Learning Methods for Causal Inference |
Dec 19, 2022 |
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Jupyter Notebook |
4 |
Machine Learning and Causal Inference |
Oct 28, 2022 |
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R |
8 |
generalized linear models |
Oct 18, 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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Julia |
58 |
Bayesian Generalized Linear models using `@formula` syntax. |
Apr 02, 2023 |
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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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TeX |
2 |
:black_nib: My PhD thesis: "Semiparametric Statistical Methods for Causal Inference with Stochastic Treatment Regimes" |
Aug 28, 2021 |
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Go |
9 |
Generalized Linear Models for Go (golang) |
Apr 20, 2019 |
|
Ruby |
22 |
Generalized Linear Models extension for Statsample |
Mar 05, 2023 |
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Julia |
484 |
Generalized linear models in Julia |
Aug 04, 2022 |
|
Python |
17 |
SParse Generalized Linear Models (spglm) |
Apr 26, 2022 |
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Julia |
3 |
Generalized linear models in Julia |
Jan 04, 2023 |
|
TeX |
106 |
Notes on generalized linear models |
Jan 12, 2023 |
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R |
32 |
Generalized Linear Latent Variable Models |
Apr 03, 2023 |
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R |
34 |
🎯🎓 Generalized Targeted Learning Framework |
Aug 03, 2022 |
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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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R |
4 |
Methods for graphical models and causal inference |
Jan 25, 2022 |
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R |
22 |
Bayesian inference from binary causal models |
Jul 16, 2022 |
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Julia |
130 |
Lasso/Elastic Net linear and generalized linear models |
Aug 01, 2022 |
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R |
2 |
🎯 :twisted_rightwards_arrows: Targeted Learning for Causal Mediation Analysis |
Apr 22, 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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Python |
26 |
Fit generalized linear models in python. |
Feb 15, 2023 |
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R |
5 |
Multiple empirical likelihood tests for linear and generalized linear models. |
Dec 30, 2022 |
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Jupyter Notebook |
19 |
ICDSS Machine Learning Workshop Series: Linear Models |
Feb 09, 2022 |
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HTML |
6 |
Statistical Learning and Causal Inference for Economics |
Jul 08, 2021 |
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Python |
2 |
Causal models for reinforcement learning |
Feb 24, 2023 |
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Jupyter Notebook |
2 |
Comparing causal inference models with RCT benchmarks |
Oct 29, 2022 |
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R |
26 |
R-squared for generalized linear mixed effects models |
May 24, 2022 |
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Python |
19 |
Inference Server Implementation from Scratch for Machine Learning Models |
Apr 28, 2023 |
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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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R |
54 |
Fit Gamma-Poisson Generalized Linear Models Reliably |
Oct 17, 2022 |
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R |
12 |
generalized linear/mixed models workshop, Morelia 2018 |
Jul 26, 2022 |
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CSS |
4 |
Photometric redshift estimator utilising Generalized Linear Models. |
Feb 14, 2022 |
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Python |
4 |
Docker based GPU inference of machine learning models |
Mar 22, 2023 |
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Jupyter Notebook |
111 |
Extensive tutorials for learning how to build deep learning models for causal inference using selection … |
Aug 16, 2022 |
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Python |
10 |
Fast inference for Generalised Linear Mixed Models. |
Apr 30, 2023 |
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Rust |
2 |
Fast and modular solver for sparse generalized linear models |
Nov 26, 2022 |
|
Python |
31 |
Fast and modular sklearn replacement for generalized linear models |
Aug 02, 2022 |
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None |
3 |
Fast and modular sklearn replacement for generalized linear models |
Jul 29, 2022 |
|
Python |
5 |
Advanced Transformations and Interactions for Linear Models using Hybrid Machine Learning Models and SHapley Additive … |
May 12, 2020 |
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None |
62 |
A curated list of awesome work on causal inference, particularly in machine learning. |
Apr 30, 2023 |
|
None |
499 |
Must-read papers and resources related to causal inference and machine (deep) learning |
May 15, 2023 |
|
Java |
10 |
Credici: Credal Inference for Causal Inference |
Dec 07, 2022 |
|
Julia |
48 |
Generalized Linear Regressions Models (penalized regressions, robust regressions, ...) |
Aug 09, 2022 |
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Smarty |
10 |
generalized linear mixed models with AD Model Builder |
Apr 27, 2021 |
|
R |
1039 |
brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan |
Aug 22, 2022 |
|
R |
2 |
brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan |
Feb 10, 2023 |