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 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 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 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 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 Read more…