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As of September 2023 this repository contains code from legacy Hierarchical Temporal Memory (HTM) Numenta projects that have been in maintenance mode for several years.

The Numenta Platform for Intelligent Computing (NuPIC) is a machine intelligence platform that implements theHTM 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, seenumenta.org or theNuPIC Forum.

For usage guides, quick starts, and API documentation, seehttp://nupic.docs.numenta.org/.

We plan to do minor releases only, and limit changes in NuPIC and NuPIC Core to:

• Fixing critical bugs.
• Features needed to support ongoing research.

NuPIC binaries are available for:

• Linux x86 64bit
• OS X 10.9
• OS X 10.10
• Windows 64bit

The following dependencies are required to install NuPIC on all operating systems.

• Python 2.7
• pip>=8.1.2
• setuptools>=25.2.0
• wheel>=0.29.0
• numpy
• C++ 11 compiler likegcc (4.8+) orclang

Additional OS X requirements:

• Xcode command line tools

Run the following to install NuPIC:

pip install nupic

# From the root of the repo:py.test tests/unit

• 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 thepip commands withsudo (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 oursearch our forums (post questions there). You can report bugs athttps://github.com/numenta/nupic/issues.

Live Community Chat:

To install from local source code, run from the repository root:

pip install .

Use the optional-e argument for a developer install.

If you want to build the dependentnupic.bindings from source, you should build and install fromnupic.core prior to installing nupic (since a PyPI release will be installed ifnupic.bindings isn't yet installed).

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