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Counterfactual
Towards Data Science
Your home for data science. A Medium publication sharing concepts, ideas and codes.
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Counterfactual
Patrick Altmeyer
in
Towards Data Science
Feb 7
ECCCos from the Black Box
Faithful model explanations through energy-based conformal counterfactuals
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85
Zijing Zhu, PhD
in
Towards Data Science
Dec 19, 2023
You Can’t Step in the Same River Twice
“The Book of Why” Chapters 7&8, a Read with Me series
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106
5 responses
Maham Haroon
in
Towards Data Science
Oct 6, 2023
Exploring Counterfactual Insights: From Correlation to Causation in Data Analysis
Use of…
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229
2 responses
Kyosuke Morita
in
Towards Data Science
Aug 17, 2023
CFXplorer: Counterfactual Explanation Generation Python Package
Introduces a Python package for…
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77
Pierre Blanchart
in
Towards Data Science
Jul 1, 2021
Explaining the decisions of XGBoost models using counterfactual examples
Model interpretability —…
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251
4 responses
Chetana Didugu
in
Towards Data Science
Dec 31, 2020
The Ultimate Guide to Counterfactual Explanations for Classification Models
Most Human Interpretable…
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16
Ziad SALLOUM
in
Towards Data Science
Dec 28, 2020
Counterfactual Regret Minimization
Introduction to CFR and implementation of the Tic-Tac-Toe game
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28
1 response
Alexandros Zenonos, PhD
in
Towards Data Science
Aug 28, 2020
Causality
Causal Impact R Package in Python
How to run Google’s CausalImpact R package…
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228
1 response
Anusha Lihala
in
Towards Data Science
Apr 15, 2019
Explaining Document Classifications with Counterfactuals
A summary of the paper ‘Explaining…
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64