Here is an interactive resource that helped me wrap my head around the various stages and components of HTM.
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Can you share the dataset, thanks
I can point you to one of the sources: https://app.russwaddell.com. Let me know if this is not what you’re looking for.
Here is some more information how the entire system works: HTM-Explainer/ECOSYSTEM.pdf at main · MRIIOT/HTM-Explainer · GitHub .
HTM web service is very similar to US8732098B2 - Hierarchical temporal memory (HTM) system deployed as web service - Google Patents. I didn’t find the patent until we were done implementing 
We also created tools to visualize the spatial pooler.
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Thanks it’s a bit overwhelming it seems like a real time feed for lots of .. stuff which today being Easter Sunday it seems not much to show. By dataset I mean a CSV with columns e.g. (as in your article) columns with raw data: axis load, temperature, spindle speed, and feedrate. If you trained your HTM model directly on live data there-s a chance you do not have such CSV, or other tabular file.
I record all data for replay so let me create a couple files.
@cezar_t csv files are now in repo: GitHub - MRIIOT/HTM-Explainer · GitHub