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causal-learning

Here are 8 public repositories matching this topic...

jvpoulos / causal-ml

Must-read papers and resources related to causal inference and machine (deep) learning

machine-learning deep-learning representation-learning causal-inference treatment-effects causal-models counterfactual randomized-controlled-trials paper-list heterogeneous-treatment-effects causal-discovery counterfactual-learning estimating-treatment-effects causal-learning

Updated Nov 23, 2022

tlverse / causalglm

Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted machine-learning

data-science machine-learning r statistics projection r-package targeted-learning causal-inference treatment-effects generalized-linear-models nonparametric-statistics interpretable-machine-learning semiparametric-estimation marginal-structural-models robust-statistics high-dimensional-inference heterogeneous-treatment-effects causal-learning relative-risk-regression working-model

Updated Apr 7, 2022
R

jiafei1224 / SPACE

This repository contains the source codes for the paper: "SPACE: A Simulator for Physical Interactions and Causal Learning in 3D Environments" published at ICCV 2021, 1st SEAI Workshop.

ai physics-simulation 3d embodied causal-learning

Updated Oct 11, 2021
Python

meilfang / CF-PAD

Official repository of the paper Face Presentation Attack Detection by Eacavating Causal Clues and Adapting Embedding Statistics

face biometrics face-recognition counterfactual face-antispoofing face-presentation-attack-detection causal-learning secruity

Updated Aug 29, 2023
Python

zhijing-jin / icm4nlp

Codes for the EMNLP 2021 paper "Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP"

natural-language-processing seq2seq causal-inference causal-learning

Updated Nov 5, 2021
Jupyter Notebook

Yiding00 / SpatioTemporalCausalLearning

A modularized repository for Spatio-Temporal Causal Learning under ADNI database.

causal-learning

Updated Jul 20, 2024
Python

riccardocadei / pneumonia-diagnosis

A self-supervised learning at test time approach for robust and adaptable diagnosis of pneumonia on chest X-rays data.

self-supervised-learning pneumonia-detection causal-learning

Updated Dec 24, 2021
Python

Xianqing98 / AgencyParadox

Investigating sense of agency in multi-agent action-effect causality perception

agency causal-learning contingency-learning multi-agent-context

Updated Sep 16, 2022
R

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