cytroyd/artimenab repository overview

This is a docker environment to run Numenta Anamoly Benchmark (NAB). Source code: https://github.com/numenta/NAB⁠

To run the experiments, go to /home/NAB directory and run

conda activate NAB

Then run:

python run.py -d ARTime --detect --optimize --score --normalize --skipConfirmation

Other anamoly detector ML algorithms (including Numenta HTM) are also include but our focus here is Adaptive Resonance Theory (ART).

The source code of this can be found at https://github.com/markNZed/ARTimeNAB.jl⁠

The ARTime detector here is located at /home/NAB/nab/detectors/ARTime

All dependencies have been installed. There are still some issues with the ARTime Julia module.

We can potentially solve the issue by making this code compatible with the latest version of Julia (one that's installed in this image.)