title: nuts and bolts
date: 2019-01-24 09:23:43
NO_sents: 6
NO_references: 6

nuts and bolts

• We first cover the nuts and bolts of deep feedforward networks, including commonly used loss functions and activation functions, before delving into the details of training and evaluating deep networks, including hyperparameter tuning, data augmentation, and pretraining. (Witten et al., 2016)
• Thus, rather than belabouring the details of the methods, we describe the statistical approaches in a nontechnical way and refer the reader to specific articles that describe the nuts and bolts of each technique. (Jones et al., 2010)
• Pursuing this worthwhile goal will lead to topics ranging from basic statistics, to the cutting edge of modern statistics, to the nuts and bolts of computer programming, to the philosophy of science. (Bolker, 2008)
• That is the reason that this book insists on working with the computational nuts and bolts of each golem. (McElreath, 2015)
• It is not intended for the vast majority of farmers or for those who are interested only in the nuts and bolts of how to conduct a selective breeding programme and who do not care how it works. (Tave, 1995)
• The Genomic Micro-Environment: The Nuts and Bolts of Gene Function Exploring the Landscape of the Genome 27 studies of this association would need to provide better coverage of this region. (Barnes, 2010)