Automated Design of Machine Learning and Search Algorithms

Automated Design of Machine Learning and

📁 Automated Design of Machine Learning and Search Algorithms

✍ Nelishia Pillay, Rong Qu 📂 Library 📅 2021 🏛 Springer 🌐 English

This book presents recent advances in automated machine learning (AutoML) and automated algorithm design and indicates the future directions in this fast-developing area. Methods have been developed to automate the design of neural networks, heuristics and metaheuristics using techniques such as met

Automated Machine Learning: Hyperparamet

📁 Automated Machine Learning: Hyperparameter optimization, neural architecture search, and algorithm selection with cloud platforms

✍ Adnan Masood 📂 Library 📅 2021 🏛 Packt Publishing Ltd 🌐 English

Get to grips with automated machine learning and adopt a hands-on approach to AutoML implementation and associated methodologiesKey Features<ul><li>Get up to speed with AutoML using OSS, Azure, AWS, GCP, or any platform of your choice</li><li>Eliminate mundane tasks in data engineering

Automated Machine Learning: Hyperparamet

📁 Automated Machine Learning: Hyperparameter optimization, neural architecture search, and algorithm selection with cloud platforms

✍ Adnan Masood 📂 Library 📅 2021 🏛 Packt Publishing Ltd 🌐 English

Get to grips with automated machine learning and adopt a hands-on approach to AutoML implementation and associated methodologiesKey Features<ul><li>Get up to speed with AutoML using OSS, Azure, AWS, GCP, or any platform of your choice</li><li>Eliminate mundane tasks in data engineering

Genetic Algorithms in Search, Optimizati

📁 Genetic Algorithms in Search, Optimization, and Machine Learning

✍ David E. Goldberg 📂 Library 📅 1989 🏛 Addison-Wesley Professional 🌐 English

This book describes the theory, operation, and application of genetic algorithms-search algorithms based on the mechanics of natural selection and genetics.

Genetic Algorithms in Search, Optimizati

📁 Genetic Algorithms in Search, Optimization, and Machine Learning

✍ David E. Goldberg 📂 Library 📅 1989 🏛 Addison-Wesley Professional 🌐 English

This book brings together - in an informal and tutorial fashion - the computer techniques, mathematical tools, and research results that will enable both students and practitioners to apply genetic algorithms to problems in many fields. Major concepts are illustrated with running examples, and major

Hands-On Automated Machine Learning: A B

📁 Hands-On Automated Machine Learning: A Beginner’s Guide to Building Automated Machine Learning Systems Using AutoML and Python

✍ Sibanjan Das & Umit Mert Cakmak [Das, Sibanjan & Cakmak, Umit Mert] 📂 Library 📅 2018 🏛 Packt Publishing 🌐 English

Automate data and model pipelines for faster machine learning applications Key Features Build automated modules for different machine learning components Understand each component of a machine learning pipeline in depth Learn to use different open source AutoML and feature engineering platforms Bo