causality topic

We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NUS) and LDS (USTC) by week.

fulifeng

CausalLift: Python package for causality-based Uplift Modeling in real-world business

Minyus

Code for the Recsys 2018 paper entitled Causal Embeddings for Recommandation.

criteo-research

Toolkit for building machine learning models that generalize to unseen domains and are robust to privacy and other attacks.

microsoft

YLearn, a pun of "learn why", is a python package for causal inference

DataCanvasIO

This repository contains the dataset and the PyTorch implementations of the models from the paper Recognizing Emotion Cause in Conversations.

declare-lab

A (concise) curated list of awesome Causal Inference resources.

imirzadeh

An R package for computing asymmetric Shapley values to assess causality in any trained machine learning model

nredell

[CVPR 2021] Counterfactual VQA: A Cause-Effect Look at Language Bias

yuleiniu

Applying Common-Sense Reasoning to Multi-Modal Dense Video Captioning and Video Question Answering | Python3 | PyTorch | CNNs | Causality | Reasoning | LSTMs | Transformers | Multi-Head Self Attention...

amanchadha