List of Books in Keyword #Interpretability

Explainable and Interpretable Models in Computer Vision and Machine Learning
Published on: 2018
Beginner Unordered English

This book compiles leading research on the development of explainable and interpretable machine learning methods in the context of computer …

Explainability Interpretability Machine Learning Computer Vision Models
Interpretable Machine Learning with Python: Learn to build interpretable high-performance models with hands-on real-world examples
Published on: 2021
Beginner Unordered English

Understand the key aspects and challenges of machine learning interpretability, learn how to overcome them with interpretation methods, and leverage …

Interpretability MachineLearning Python HighPerformance RealWorld
Interpretable AI: Building explainable machine learning systems
Published on: 2022
Beginner Unordered English

AI doesn’t have to be a black box. These practical techniques help shine a light on your model’s mysterious inner …

Explainability Interpretability AI Machine Learning Systems
Interpretable Machine Learning 2ed(2022) [Molnar] [9798411463330]
Published on: 2022
Beginner Unordered English

Interpretable Machine Learning 2ed(2022) [Molnar] [9798411463330]

Interpretability MachineLearning Explainability Algorithms Transparency
Explainable and Interpretable Reinforcement Learning for Robotics (Synthesis Lectures on Artificial Intelligence and Machine Learning)
Published on: 2024
Beginner Unordered English

This book surveys the state of the art in explainable and interpretable reinforcement learning (RL) as relevant for robotics. While …

Explainability Interpretability Reinforcement Robotics AI
Explainable Artificial Intelligence: An Introduction to Interpretable Machine Learning
Published on:
Beginner Machine Learning English

Explainability Interpretability Machine Learning AI Transparency

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