Projects in Awesome Lists tagged with causal-learning
A curated list of projects in awesome lists tagged with causal-learning .
https://github.com/jvpoulos/causal-ml
Must-read papers and resources related to causal inference and machine (deep) learning
causal-discovery causal-inference causal-learning causal-models counterfactual counterfactual-learning deep-learning estimating-treatment-effects heterogeneous-treatment-effects machine-learning paper-list randomized-controlled-trials representation-learning treatment-effects
Last synced: 29 Mar 2025
https://github.com/tlverse/causalglm
Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted machine-learning
causal-inference causal-learning data-science generalized-linear-models heterogeneous-treatment-effects high-dimensional-inference interpretable-machine-learning machine-learning marginal-structural-models nonparametric-statistics projection r r-package relative-risk-regression robust-statistics semiparametric-estimation statistics targeted-learning treatment-effects working-model
Last synced: 19 Feb 2026
https://github.com/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.
3d ai causal-learning embodied physics-simulation
Last synced: 17 Sep 2025
https://github.com/zhijing-jin/icm4nlp
Codes for the EMNLP 2021 paper "Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP"
causal-inference causal-learning natural-language-processing seq2seq
Last synced: 14 Apr 2025
