All Knowledge

The Giskard hub

HomeBlogNewsTutorials
Picture illustrating gender bias generated by DALL-E2

How to test the fairness of ML models? The 80% rule to measure the disparate impact

Rabah Abdul Khalek
Rabah Abdul Khalek
Happy green robot generated by open-source generative AI model Stable Diffusion

How to deploy a robust HuggingFace model for sentiment analysis into production?

Princy Pappachan
Princy Pappachan
Metamorphic testing

How to test ML models? #4 🎚 Metamorphic testing

Jean-Marie John-Mathews
Jean-Marie John-Mathews, Ph.D.
Numerical data drift

How to test ML models? #3 📈 Numerical data drift

Jean-Marie John-Mathews
Jean-Marie John-Mathews, Ph.D.
Cars drifting

How to test ML models #2 🧱 Categorical data drift

Jean-Marie John-Mathews
Jean-Marie John-Mathews, Ph.D.
Zoom in on the problem

How to test ML models? #1 👉 Introduction

Jean-Marie John-Mathews
Jean-Marie John-Mathews, Ph.D.