Category: Tensorflow

Deep Learning, Tensorflow

Understanding Tensors in Deep Learning

Tensors play a very important role in deep learning and machine learning. They are at the heart of algorithms such as convolutional neural networks (CNNs) and recurrent neural networks (RNNs) that are widely used in many applications such as image recognition, natural language processing, and time series analysis. In this article, we will first briefly […]

Deep Learning, Natural Language Processing, Tensorflow, Tutorials

Using Deep Learning and Tensorflow to generate new song lyrics in the style of Weezer

Welcome to this blog post on Natural Language Processing, specifically generating new text! In this blog post we’ll explore how to gather a bunch of Weezer lyrics and train a Recurrent Neural Network (RNN) to generate new lyrics character by character. Let’s dive in! Gathering the Data¶ Let’s leverage an existing an API to gather […]