IML

Implementation of the Text to Time Series method, based on the research by Tao Yang and Dongwon Lee. This function maps text data to time series data. The data set used in this application is retrieved from AITA subreddit, a forum where users post about their daily lives and other users rate them as YTA/NTA. The implementation fetches 1000 posts from AITA subreddit and maps text data using the TTS method.

Time series

KML data mining

References:

• TTS (https://github.com/timeseriesAI/tsai)
• R (https://github.com/kozaka93?tab=repositories)
• XAI (https://pbiecek.github.io/xai_stories/index.html)
• TTS from WUT (https://github.com/DawidSitnik/Anomaly-Detection-in-Time-Series-Datasets)