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interpretml

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interpretml / interpret

Fit interpretable models. Explain blackbox machine learning.

机器学习 interpretability gradient-boosting blackbox scikit-learn xai interpretml interpretable-machine-learning interpretable-ai transparency iml interpretable-ml explainable-ml explainability bias 人工智能 explainable-ai differential-privacy

C++

6646

764

15 小时前

The code of AAAI 2020 paper "Transparent Classification with Multilayer Logical Perceptrons and Random Binarization".

transparency interpretability interpretable-ai explainable-ai xai interpretable-ml rule-based aaai machine-learning-interpretability interpretable-machine-learning 机器学习 explainable-ml iml explainability interpretml

Python

24

6

1 年前

chaitanyakasaraneni / SHAP_EBM_Examples

Example/Code for the article on KDNuggets

interpretml shap

Jupyter Notebook

2

3

4 年前

leestott / ResponsibleAI

Microsoft Ignite - Getting started on your health-tech journey using responsible AI

health healthcare azure-machine-learning Azure data-scientists datascience interpretml

Jupyter Notebook

2

3

4 年前

retkowsky / InterpretML

Démonstration Azure InterpretML

notebook azureml interpretml

Jupyter Notebook

1

1

6 年前

Innoccull / Responsible-AI-Demo

A demonstration of detecting and mitigating bias in AI.

bias-detection explainable-ai interpretml responsible-ai

Jupyter Notebook

0

0

2 年前

meganbloemsma / tools-for-responsible-ai

Demo's of FairLearn and InterpretML as described in my article on responsible AI.

人工智能 ethics interpretml responsible-ai

Python

0

0

9 个月前