November 2018
Intermediate to advanced
322 pages
7h 54m
English
Content preview from TensorFlow Machine Learning Projects
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Logistic regression with TensorFlow
One of the most popular examples regarding multiclass classification is to label the images of handwritten digits. The classes, or labels, in this example are {0,1,2,3,4,5,6,7,8,9}. The dataset that we are going to use is popularly known as MNIST and is available from the following link: http://yann.lecun.com/exdb/mnist/. The MNIST dataset has 60,000 images for training and 10,000 images for testing. The images in the dataset appear as follows:
- First, we must import datasetslib, a library that was written by us to help with examples in this book (available as a submodule of this book's GitHub repository) ...
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