资源说明:Neural Networks:Tricks of the Trade
This book is an outgrowth of a 1996 NIPS workshop called Tricks of the Trade
whose goal was to begin the process of gathering and documenting these tricks.
The interest that the workshop generated, motivated us to expand our collection
and compile it into this book. Although we have no doubt that there are many
tricks we have missed, we hope that what we have included will prove to be
useful, particularly to those who are relatively new to the field. Each chapter
contains one or more tricks presented by a given author (or authors). We have
attempted to group related chapters into sections, though we recognize that the
different sections are far from disjoint. Some of the chapters (e.g. 1,13,17) contain
entire systems of tricks that are far more general than the category they have
been placed in.
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