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Numenta Platform for Intelligent Computing: a brain-inspired machine intelligence platform, and biologically accurate neural network based on cortical learning algorithms.
Python Other

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README.md

Numenta Logo NuPIC

Numenta Platform for Intelligent Computing

The Numenta Platform for Intelligent Computing (NuPIC) is a machine intelligence platform that implements the HTM learning algorithms. HTM is a detailed computational theory of the neocortex. At the core of HTM are time-based continuous learning algorithms that store and recall spatial and temporal patterns. NuPIC is suited to a variety of problems, particularly anomaly detection and prediction of streaming data sources.

For more information, see numenta.org or the NuPIC wiki.

Installing NuPIC 0.2.11

NuPIC binaries are available for:

  • Linux x86 64b
  • OS X 10.9
  • OS X 10.10

Dependencies

Mac OS X

pip install nupic

Linux

The Linux wheel file is hosted on AWS S3 instead of on the standard PyPi servers because Linux wheels are not allowed to be uploaded to pypi yet.

# Install the C++ bindings for nupic.core.
pip install https://s3-us-west-2.amazonaws.com/artifacts.numenta.org/numenta/nupic.core/releases/nupic.bindings/nupic.bindings-0.1.5-cp27-none-linux_x86_64.whl
# Install NuPIC.
pip install https://s3-us-west-2.amazonaws.com/artifacts.numenta.org/numenta/nupic/releases/nupic-0.2.11-py2-none-any.whl

Having problems?

  • You may need to use the --user flag for the commands above to install in a non-system location (depends on your environment). Alternatively, you can execute the pip commands with sudo (not recommended).
  • You may need to add the --use-wheel option if you have an older pip version (wheels are now the default binary package format for pip).

For any other installation issues, please see our FAQ, email the nupic-discuss mailing list, or chat with us on Gitter.

Gitter

Building NuPIC From Source Code

For details about checking out this repository and building in your local environment, see the Installing and Building NuPIC wiki page.

How to Contribute:

Please see the Contributing to NuPIC wiki page.

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