I’ve spent the past few days cleaning up my NuPIC.core wrapper that I have used in serval projects. Hopefully this project will allow more folks to learn about HTM and eventually expand the community.
The project folder also includes demo applications; including programs to classify Iris species and solving the XOR problem. These should be familiar with Deep Learning engineers and allow them to learn the concept of HTM faster. Also. HTMHelper provides consistent layer API. - No more
vector nightmare like dealing with NuPIC.core directly.
Layers and features
- TemporalPooler (Cells4)
- Including a decocder!
- Raw anomoly
The XOR problem
Way cleaner code than NuPIC.core
A lot is still the subject to change as the project is still in it’s early stage. Please open an issue if you find a bug or better open a pull request if you have implemented an awesome idea!