Catalog Search Results
Author
Publisher
Apress
Pub. Date
[2018]
Physical Desc
1 online resource
Language
English
Description
Find the various relationships among variables that can be present in big data as well as other data sets. This book also covers information entropy, permutation tests, combinatorics, predictor selections, and eigenvalues to give you a well-rounded view of data mining and algorithms in C++. Furthermore, Data Mining Algorithms in C++ includes classic techniques that are widely available in standard statistical packages, such as maximum likelihood factor...
Author
Publisher
Apress
Pub. Date
[2018]
Physical Desc
1 online resource
Language
English
Description
Build, test, and tune financial, insurance or other market trading systems using C++ algorithms and statistics. You've had an idea and have done some preliminary experiments, and it looks promising. Where do you go from here? Well, this book discusses and dissects this case study approach. Seemingly good backtest performance isn't enough to justify trading real money. You need to perform rigorous statistical tests of the system's validity. Then, if...
Author
Series
Publisher
Apress
Pub. Date
[2018]
Physical Desc
1 online resource : illustrations
Language
English
Description
Discover the essential building blocks of a common and powerful form of deep belief network: convolutional nets. This book shows you how the structure of these elegant models is much closer to that of human brains than traditional neural networks; they have a 'thought process' that is capable of learning abstract concepts built from simpler primitives. These models are especially useful for image processing applications. At each step Deep Belief Nets...
Author
Publisher
Apress L.P
Pub. Date
2020
Physical Desc
1 online resource (233 pages)
Language
English
Description
Discover a variety of data-mining algorithms that are useful for selecting small sets of important features from among unwieldy masses of candidates, or extracting useful features from measured variables. --
Author
Publisher
Apress
Pub. Date
[2018]
Physical Desc
1 online resource (ix, 219 pages) : illustrations
Language
English
Description
Discover the essential building blocks of the most common forms of deep belief networks. At each step this book provides intuitive motivation, a summary of the most important equations relevant to the topic, and concludes with highly commented code for threaded computation on modern CPUs as well as massive parallel processing on computers with CUDA-capable video display cards. The first of three in a series on C++ and CUDA C deep learning and belief...
Author
Publisher
Apress
Pub. Date
[2018]
Physical Desc
1 online resource
Language
English
Description
Carry out practical, real-life assessments of the performance of prediction and classification models written in C++. This book discusses techniques for improving the performance of such models by intelligent resampling of training/testing data, combining multiple models into sophisticated committees, and making use of exogenous information to dynamically choose modeling methodologies. Rigorous statistical techniques for computing confidence in predictions...
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