DreamBank Visualized - an interactive visualization of more than 20000 dreams!

Interactive Visualization

An in-depth report on the system with all sources and techniques used can be found here.

To play with the visualization locally

Clone the git project

git clone DreamBankVisualized

cd DreamBankVisualized

Start the HTTP Server

python -m "SimpleHTTPServer" 8080

Open a new tab in your browser at localhost:8080 and dive into the dreams of other!

For development / modifying

If you wish to rescrape all the dreams:

cd DreamScrape

python3 extract.py

Note that there is a manual list of dreams hardcoded into extract.py. A list of all avaibale dream series on DreamBank can be found here http://www.dreambank.net/grid.cgi

If you wish to run dreams.ipynb and create your own vectors

You will need to install sklearn, numpy, matplotlib, tensorflow, keras, umap-learn and pandas with pip.

It is also recommended that you install Multicore-TSNE by following the instructions as described there, otherwise computation time will be very long.