causal-inference topic
RECCON
This repository contains the dataset and the PyTorch implementations of the models from the paper Recognizing Emotion Cause in Conversations.
causalml
Uplift modeling and causal inference with machine learning algorithms
tfcausalimpact
Python Causal Impact Implementation Based on Google's R Package. Built using TensorFlow Probability.
doubleml-for-py
DoubleML - Double Machine Learning in Python
DeepIV
Implementation of Deep IV: A Flexible Approach for Counterfactual Prediction
awesome-causal-inference
A (concise) curated list of awesome Causal Inference resources.
kdd2021-tutorial
EconML/CausalML KDD 2021 Tutorial
SyntheticControlMethods
A Python package for causal inference using Synthetic Controls
shapFlex
An R package for computing asymmetric Shapley values to assess causality in any trained machine learning model
cfvqa
[CVPR 2021] Counterfactual VQA: A Cause-Effect Look at Language Bias