Automated Machine Learning
Overview of attention for book
Table of Contents
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Altmetric BadgeBook Overview
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Altmetric BadgeChapter 1 Hyperparameter Optimization
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Altmetric BadgeChapter 2 Meta-Learning
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Altmetric BadgeChapter 3 Neural Architecture Search
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Altmetric BadgeChapter 4 Auto-WEKA: Automatic Model Selection and Hyperparameter Optimization in WEKA
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Altmetric BadgeChapter 5 Hyperopt-Sklearn
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Altmetric BadgeChapter 6 Auto-sklearn: Efficient and Robust Automated Machine Learning
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Altmetric BadgeChapter 7 Towards Automatically-Tuned Deep Neural Networks
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Altmetric BadgeChapter 8 TPOT: A Tree-Based Pipeline Optimization Tool for Automating Machine Learning
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Altmetric BadgeChapter 9 The Automatic Statistician
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Altmetric BadgeChapter 10 Analysis of the AutoML Challenge Series 2015–2018