List: White box | Curated by Thibaut | Medium

Mar 2, 2022

11 stories

White box

Explainable "white box" models and explainability libraries for data science

Youness Mansar

Add Interpretability To Your NLP Model the Easy Way Using Captum

A step-by-step tutorial to better understand what your text classification model focuses on when making a prediction

Mar 1, 2022

Add Interpretability To Your NLP Model the Easy Way Using Captum

Mar 1, 2022

In

TDS Archive

by

Adam Shafi

TabNet: The End of Gradient Boosting?

Jun 7, 2021

TabNet model architecture. How does TabNet work?

Jun 7, 2021

Serafeim Loukas, PhD

How To Perform Feature Selection for Regression Problems

In this article I explain what feature selection is and how to perform it before training a regression model in Python.

Jun 24, 2021

How To Perform Feature Selection for Regression Problems

Jun 24, 2021

In

Towards AI

by

Amit Chauhan

Linear Regression vs. Logistic Regression

Jul 1, 2021

Linear Regression vs. Logistic Regression

Jul 1, 2021

In

TDS Archive

by

Lars Hulstaert

Machine learning interpretability techniques

Most machine learning systems require the ability to explain to stakeholders why certain predictions are made. When choosing a suitable…

Mar 14, 2019

Machine learning interpretability techniques

Mar 14, 2019

This story is no longer available

Nazrul Miya

Explainable AI — using google cloud (Demo)

This is my 4th story and this time is about ‘explainable AI’. The story will demonstrate using google cloud-backed explainable ai. I have…

Jun 30, 2021

Explainable AI — using google cloud (Demo)

Jun 30, 2021

In

TDS Archive

by

Parul Pandey

Interpretable or Accurate? Why Not Both?

May 27, 2021

Interpretable or Accurate? Why Not Both?

May 27, 2021

In

TDS Archive

by

Gianluca Malato

How to explain neural networks using SHAP

May 17, 2021

How to explain neural networks using SHAP

May 17, 2021

In

TDS Archive

by

Adam Shafi

5 Explainable Machine Learning Models You Should Understand

Why use complex model when simple do trick?

Jun 16, 2021

5 Explainable Machine Learning Models You Should Understand

Jun 16, 2021

In

TDS Archive

by

Emma Boudreau

Web-Apps for Julia: What you need to know.

With Python web back-ends nearly surpassing PHP in 2019, and most of the data-driven applications we rely on every day being being driven…

Oct 29, 2019

Web-Apps for Julia: What you need to know.

Oct 29, 2019

Thibaut
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