Thank you all for your replies!
@Paul_Lamb My data is ordered sequentially (in increasing depth). I’m still trying to get familiarized with HTM. I’ll keep a note of the TBT experiments you mentioned.
@sheiser1 Here are some examples of the data I have. I believe all of these have the sequential patterns you mentioned? Eventually, I’m interested in detecting anomalies in multiple variables (I’m following the discussion here)