sax-streamlit-showcase

Example for Symbolic Aggregate approXimation (SAX) algorithm which transforms time series into strings.

Install dependencies and run with:

$ pip install -r requirements.txt
$ streamlit run app.py

Or access a deployed version here: https://sax-showcase.herokuapp.com/ (since heroku deployment was no longer possible with the free account, I had to delete the heroku app)

Further Information:

http://www.cs.ucr.edu/~eamonn/SAX.htm

https://jmotif.github.io/sax-vsm_site/morea/algorithm/SAX.html

A SAX Python Implementation:

by Pavel Senin: https://github.com/seninp/saxpy