Your parents told you to look both ways before you cross the street. It is kind of idea that there’s useful information to the left and the right that you’d like to know about before you do anything.
To compute the ROC curve, you first need to have a set of predictions probability, so they can be compared to the actual targets. You could make predictions on the validation set.
This tutorial provides a brief explanation of the U-Net architecture as well as implement it using TensorFlow High-level API.
The generative model is to come up with new versions of images and the discriminator check images and say this is a real image or this is fake images.
TFRecord file format Tensorflow’s binary file format. It stores your data as a sequence of binary strings.
In this tutorial we will learn how to use TensorFlow’s Dataset API to build pipelines for text.
Very deep neural network are difficult to train because of vanishing and exploding gradients problems.
In this tutorial, we are going to see how we can create an input pipeline from a CSV file.
Build a recurrent neural network that’s able to classify reviews.
Rather than doing one-hot encoding, we tend to represent words with shorter vectors which can have continuous values.it’s called an embedding.