A Demo of the Biological Neural Network from Nupic. This example demonstrates swarming (best algorithm selection), look ahead prediction and anomaly detection on a sine wave.
If you want to see the MatPlotLib Live Streaming of the anomaly detection, you will need to install matplotlib
# Let's start by cleaning up apt #
apt-get clean
apt-get -y update
apt-get -y autoremove
# Now let's install Python Development Dependencies #
apt-get -y install python2.7-dev
apt-get -y install python-dev
apt-get -y autoremove
# Install the latest PIP #
apt-get -y install pip
# Install Python Wheel #
pip install wheel
# Install NumPy #
pip install numpy
# Install Nupic wheel #
pip install https://s3-us-west-2.amazonaws.com/artifacts.numenta.org/numenta/nupic.core/releases/nupic.bindings/nupic.bindings-0.4.0-cp27-none-linux_x86_64.whl
# Finally Install Nupic #
pip install nupic
# Swarm Requirement - Root / (blank) #
apt-get install mysql-server mysql-client
mysql_secure_installation
# Install Git #
apt-get install git
# Clone this repository #
git clone https://github.com/abrahamrhoffman/bnn-sinewave-example.git;cd bnn-sinewave-example