run causal inference to detect the root causes
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Updated
May 23, 2024 - Python
run causal inference to detect the root causes
Code supplement for "Neuroevolutionary representations for learning heterogeneous treatment effects"
Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events
Single-Cell (Perturbation) Model Library
This is my archive for learning Causal Inference and its codings.
SurvCI & SurvCI-Info:Counterfactual Inference using Balanced Representations for Parametric Deep Survival Analysis
The corresponding code from our paper "Social Commonsense Reasoning with Multi-Head Knowledge Attention (EMNLP 2020)". Do not hesitate to open an issue if you run into any trouble!
This repository contains code which accompanies the paper: Assessing Model Behaviour on Extreme Counterfactuals (https://www.researchgate.net/publication/360912277_Assessing_Model_Behaviour_on_Extreme_Counterfactuals)
Code for "Counterfactual Inference of Second Opinions", UAI 2022
User-controllable Recommendation Against Filter Bubbles
ACM CHIL 2021: "Enabling Counterfactual Survival Analysis with Balanced Representations"
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