### The vanishing gradient problem and ReLUs – a TensorFlow investigation

Deep learning is huge in machine learning at the moment, and no wonder – it is making large and important strides in solving problems in computer […]

Deep learning is huge in machine learning at the moment, and no wonder – it is making large and important strides in solving problems in computer […]

Consuming data efficiently becomes really paramount to training performance in deep learning. In a previous post I discussed the TensorFlow data queuing framework. However, TensorFlow […]

In my previous tutorial on recurrent neural networks and LSTM networks in TensorFlow, we weren’t able to get fantastic results. This is because I was […]

In the deep learning journey so far on this website, I’ve introduced dense neural networks and convolutional neural networks (CNNs) which explain how to perform classification […]

I’ve been dedicating quite a bit of time recently to Word2Vec tutorials because of the importance of the Word2Vec concept for natural language processing (NLP) […]

One of the great things about TensorFlow is its ability to handle multiple threads and therefore allow asynchronous operations. If we have large datasets this can […]

In coming tutorials on this blog I will be dealing with how to create deep learning models that predict text sequences. However, before we get […]

In the two previous tutorial posts, an introduction to neural networks and an introduction to TensorFlow, three layer neural networks were created and used to […]

Google’s TensorFlow has been a hot topic in deep learning recently. The open source software, designed to allow efficient computation of data flow graphs, is especially suited to […]

Copyright © 2018 | WordPress Theme by MH Themes