Behavioral testing for time series forecasting models can be used to assess their adaptability to sudden changes in historical data. In this blog post, I am using the Prophet framework to evaluate the model’s response to permanent shocks within a time series.

Optical Character Recognition (OCR) can be used to extract text information from PDF files. In this blog post, I am using the tesseract framework to extract the weekly menu of a takeaway store.