Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events

Single-Cell (Perturbation) Model Library

User-controllable Recommendation Against Filter Bubbles

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!

ACM CHIL 2021: "Enabling Counterfactual Survival Analysis with Balanced Representations"

SurvCI & SurvCI-Info:Counterfactual Inference using Balanced Representations for Parametric Deep Survival Analysis

Code for "Counterfactual Inference of Second Opinions", UAI 2022

Code supplement for "Neuroevolutionary representations for learning heterogeneous treatment effects"

This is my archive for learning Causal Inference and its codings.

run causal inference to detect the root causes

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 of Counterfactual Experience Augmented Off-policy Reinforcement Learning.

Estimate Transfer Entropy from time series data using an Approximate Generative Model