Hi folks! We have added a new temporal memory example to NuPIC. You can find it in the NuPIC repo at examples/tp/tm_high_order.py
It comes with annotations within the source file. It has the purpose of presenting some basic properties of the temporal memory such as how it handles high order sequences. It should serve as an introduction to the concept of temporal memory to newbies. Cheers!