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 0.4.5
NuPIC binaries are available for:
- Linux x86 64bit
- OS X 10.9
- OS X 10.10
- Windows 64bit
Install OS X
First, you must install Xcode command line tools, which will get you a C++ compiler.
pip install nupic
nupic.bindingsbinary distribution is not stored on PyPi along with the OS X distribution. NuPIC uses the wheel binary format, and PyPi does not support hosting Linux wheel files. So we are forced to host our own.
Your version of Linux probably has a C compiler installed. Be sure you have either clang or GCC 4.8.
pip install https://s3-us-west-2.amazonaws.com/artifacts.numenta.org/numenta/nupic.core/releases/nupic.bindings/nupic.bindings-0.3.1-cp27-none-linux_x86_64.whl pip install nupic
pip install nupic
For problems installing NuPIC, please see our Installation and Build Wiki.
# 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: