Chapter 6 - Convolutional Neural Networks

This case study explores sentiment analysis using convolutional neural networks on the public, U.S. airlines dataset.

Requirements

• Docker

Running the Docker Image

The docker images for this case study are located on dockerhub. Running the commands below will automatically download and start a jupyter notebook.

Download the embeddings files into the embeddings directory.

Run the Docker image for CPU only computation:

docker run -p 8888:8888 -v ${PWD}/embeddings:/workspace/embeddings  springernlp/chapter_6:latest

Building the Docker image

docker build -t chapter_6:latest .

Book Reference

More information can be found at: Deep Learning for NLP and Speech Recognition by Springer