Tools for using Numenta/nupic on visual problems like image recognition.
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src/nupic Update license and README Sep 21, 2018
tests Refactor into cleaner structure May 8, 2017
.gitignore Adds Jul 28, 2015
Dockerfile Update Dockerfile adding MNIST experiment data Sep 21, 2018
LICENSE.txt Updated to AGPL Aug 10, 2015 Update license and README Sep 21, 2018
VERSION Adds VERSION file. Oct 17, 2016

NuPIC Vision Toolkit

This tool kit is intended to help people who are interested in using Numenta's NuPIC on vision problems.

Running MNIST Experiment

  1. Install and its dependencies

    pip install -e .
  2. Prepare MNIST data

    cd src/nupic/vision/mnist
    mkdir mnist
    mv mnist_extraction_source/training mnist/
    mv mnist_extraction_source/testing mnist/
    python ./ mnist
  3. Run experiment

    python --data-dir mnist

Using Docker

  1. Build docker image with prepared MNIST data
    docker build -t .
  2. Run MNIST experiment (See Dockerfile for details)
    docker run