In this article, I’m going to show how to implement GRU and LSTM units and how to build deeper RNNs using TensorFlow. I will start by explaining a little theory about GRUs, LSTMs and Deep RNNs, and then explain the code snippet by snippet. This article is meant to be Read more…
And using it to build a language model for news headlines In this article I’m going to explain first a little theory about Recurrent Neural Networks (RNNs) for those who are new to them, then I’ll show the implementation that I did using TensorFlow. We’re going to see the code Read more…
… and should we do this? Before seeing “how” to use C code from Python let’s see first “why” one may want to do this. If you are reading this article right now you probably want to do one or more of these 3 things: Reusing existing C code from Read more…
Use the Code Prettify Jupyter Extension Sometimes when writing code in a Jupyter notebook, you may be in a hurry and don’t want to spend time on arranging your code, using proper indentation, and stuff like that. So, wouldn’t be nice if there would be a tool to solve this Read more…
A brief introduction to Generative Adversarial Networks Why should we care about Generative Adversarial Networks (GANs for short) in the first place? Well… take a look at the below images. What do you think about them? If you would see one of these images somewhere on the internet, would you Read more…