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napsternxg authored Jan 5, 2024
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* [DiCE - Generate Diverse Counterfactual Explanations for any machine learning model](https://github.com/interpretml/dice)
* [CCD Causal Software suite](https://www.ccd.pitt.edu/tools/)
* [The TETRAD Project - searching for causal explanations of data](https://github.com/cmu-phil/tetrad)
* [Causal ML: A Python Package for Uplift Modeling and Causal Inference with ML](https://github.com/uber/causalml)

# Learning resources

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* [Leon Bottou - Learning representations using causal invariance](https://www.facebook.com/iclr.cc/videos/534780673594799/)
* [Online Causal Inference Seminar](https://www.youtube.com/channel/UCiiOj5GSES6uw21kfXnxj3A/videos)
* [NeurIPS 2020 Workshop: Causal Discovery and Causality-Inspired Machine Learning](https://nips.cc/virtual/2020/protected/workshop_16110.html)
* [Okke van der Wal - Personalization at Uber scale via causal-driven machine learning | PDAMS 2023](https://www.youtube.com/watch?v=c_dOpCvkNc0&t=672s&ab_channel=PyData)

# Events

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