NuPIC: Numenta Platform for Intelligent Computing
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.
Installing NuPIC 0.5.5
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
- C++ 11 compiler like gcc (4.8+) or clang
Additional OS X requirements:
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
--userflag for the commands above to install in a non-system location (depends on your environment). Alternatively, you can execute the
- You may need to add the
--use-wheeloption if you have an older pip version (wheels are now the default binary package format for pip).
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.
- Unit Test Coverage:
- Regression Tests:
- To cite this codebase: