Microsoft CNTK (Cognitive Toolkit, formerly Computational Network Toolkit), an open source code framework, enables you to create feed-forward neural network time series prediction systems, convolutional neural network image classifiers, and other deep learning systems. In Introduction to CNTK Succinctly, author James McCaffrey offers instruction on the basics of installing and running CNTK, and also addresses machine-learning regression and classification techniques. Exercises and explanations are included in each chapter.
This open book is licensed strictly for personal or educational use. You can download Introduction to CNTK Succinctly ebook for free in PDF format (3.0 MB).
Table of Contents
Neural Network Classifications
Neural Binary Classification
Neural Network Regression
LSTM Time Series Regression
For personal or educational use
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