Knowledge Guided Machine Learning

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Given their tremendous success in commercial applications, machine learning (ML) models are increasingly being considered as alternatives to science-based model

Knowledge Guided Machine Learning

File Size : 78,78 MB
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Given their tremendous success in commercial applications, machine learning (ML) models are increasingly being considered as alternatives to science-based model

Automated Machine Learning

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This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing sys

Machine Learning and Knowledge Acquisition

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Currently, both fields are moving towards an integrated approach using machine learning techniques to automate knowledge acquisition from experts, and knowledge

Deep Learning for Coders with fastai and PyTorch

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Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with