A Whirlwind Tour of RNNs with Docker (shortcut!)

Note: This video has subtitles – Click the “CC” button to activate. RNN on Windows 10: Docker I created an Azure Container Registry (ACR) to store a Docker container image of Cristian Baldi’s Docker-torch-rnn (which uses Justin Johnson’s “torch-rnn” project, a refactoring of Andrej Karpathy’s “char-rnn.”) An ACR allows for the use of open-source Docker…


A Whirlwind Tour of Recurrent Neural Networks (no shortcuts)

Welcome to a Whirlwind Tour of RNNs! PLEASE see this previous blog post for important information and prerequisites before continuing! Step 1) Preprocess Before you begin, you’ll need to preprocess your data set, using the script “scripts/preprocess.py”. This will generate an HDF5 file and JSON file containing a preprocessed version of the data. Torch-rnn comes with…


Whirlwind Tour of Recurrent Neural Networks (PREREQUISITES)

Neural Networks. Deep Learning. TensorFlow. What are these buzzwords? What is the latest Artificial Intelligence craze? This advanced session contains cutting-edge information not easily found online, and does not require a PhD in Machine Learning to understand. Recurrent Neural Networks (RNNs) can be used to generate text that will look like its original training data. There are many articles out there…